{"code": 200, "formatter": "summarize", "rules": "<pre><code class=\"summarize\">Data distribution:\n    11.45455: 2.31% (22 instances)\n    13.37255: 5.35% (51 instances)\n    15.53333: 7.87% (75 instances)\n    17.48624: 11.44% (109 instances)\n    19.44186: 9.02% (86 instances)\n    21.51685: 9.34% (89 instances)\n    23.52239: 7.03% (67 instances)\n    25.93506: 8.08% (77 instances)\n    28.55319: 4.93% (47 instances)\n    30.34615: 2.73% (26 instances)\n    32.5: 2.10% (20 instances)\n    34.53333: 3.15% (30 instances)\n    36.35: 2.10% (20 instances)\n    38.41667: 2.52% (24 instances)\n    40.38095: 2.20% (21 instances)\n    42.90909: 2.31% (22 instances)\n    45.53846: 1.36% (13 instances)\n    47.5: 1.05% (10 instances)\n    49.42857: 0.73% (7 instances)\n    5: 0.10% (1 instance)\n    51.4: 1.05% (10 instances)\n    54.29412: 1.78% (17 instances)\n    56.58333: 1.26% (12 instances)\n    58: 0.63% (6 instances)\n    59.57143: 0.73% (7 instances)\n    6.875: 0.84% (8 instances)\n    61.33333: 1.26% (12 instances)\n    63.36364: 1.15% (11 instances)\n    66.23077: 1.36% (13 instances)\n    68.15385: 1.36% (13 instances)\n    70: 0.63% (6 instances)\n    9.38095: 2.20% (21 instances)\n\n\nPredicted distribution:\n    10: 0.10% (1 instance)\n    10.83333: 0.63% (6 instances)\n    11: 0.10% (1 instance)\n    12: 0.42% (4 instances)\n    12.22222: 0.94% (9 instances)\n    12.25: 0.84% (8 instances)\n    12.66667: 0.94% (9 instances)\n    12.75: 0.42% (4 instances)\n    13: 1.68% (16 instances)\n    13.25: 0.42% (4 instances)\n    13.66667: 0.31% (3 instances)\n    14.66667: 0.31% (3 instances)\n    14.75: 0.42% (4 instances)\n    14.8: 0.52% (5 instances)\n    14.85714: 0.73% (7 instances)\n    15: 1.05% (10 instances)\n    15.11111: 0.94% (9 instances)\n    15.33333: 0.63% (6 instances)\n    15.5: 1.26% (12 instances)\n    15.6: 1.05% (10 instances)\n    15.83333: 0.63% (6 instances)\n    15.85714: 0.73% (7 instances)\n    16.2: 0.52% (5 instances)\n    16.33333: 0.63% (6 instances)\n    16.5: 0.21% (2 instances)\n    17: 0.52% (5 instances)\n    17.14286: 0.73% (7 instances)\n    17.33333: 0.31% (3 instances)\n    17.4: 0.52% (5 instances)\n    17.5: 0.21% (2 instances)\n    17.6: 1.05% (10 instances)\n    17.71429: 0.73% (7 instances)\n    17.75: 0.84% (8 instances)\n    17.8: 0.52% (5 instances)\n    17.81818: 1.15% (11 instances)\n    18: 2.62% (25 instances)\n    18.11111: 1.89% (18 instances)\n    18.25: 0.42% (4 instances)\n    18.5: 0.21% (2 instances)\n    18.6: 0.52% (5 instances)\n    18.66667: 0.63% (6 instances)\n    18.75: 0.84% (8 instances)\n    19: 0.73% (7 instances)\n    19.25: 0.84% (8 instances)\n    19.33333: 0.63% (6 instances)\n    19.5: 0.63% (6 instances)\n    19.8: 0.52% (5 instances)\n    20: 0.21% (2 instances)\n    20.25: 0.42% (4 instances)\n    20.33333: 0.31% (3 instances)\n    20.4: 0.52% (5 instances)\n    20.44444: 0.94% (9 instances)\n    20.5: 0.63% (6 instances)\n    20.66667: 0.94% (9 instances)\n    20.8: 0.52% (5 instances)\n    20.85714: 0.73% (7 instances)\n    21: 1.26% (12 instances)\n    21.44444: 0.94% (9 instances)\n    21.5: 0.21% (2 instances)\n    21.625: 1.68% (16 instances)\n    21.66667: 0.31% (3 instances)\n    22: 0.52% (5 instances)\n    22.25: 0.42% (4 instances)\n    22.33333: 0.94% (9 instances)\n    22.5: 0.42% (4 instances)\n    22.75: 0.84% (8 instances)\n    23: 0.73% (7 instances)\n    23.2: 1.05% (10 instances)\n    23.28571: 0.73% (7 instances)\n    23.375: 0.84% (8 instances)\n    23.66667: 0.31% (3 instances)\n    23.75: 0.42% (4 instances)\n    23.875: 0.84% (8 instances)\n    24: 1.68% (16 instances)\n    24.2: 0.52% (5 instances)\n    24.25: 0.42% (4 instances)\n    24.33333: 0.31% (3 instances)\n    24.5: 0.63% (6 instances)\n    24.66667: 1.26% (12 instances)\n    25: 0.84% (8 instances)\n    25.83333: 0.63% (6 instances)\n    26: 0.21% (2 instances)\n    26.4: 0.52% (5 instances)\n    26.5: 0.42% (4 instances)\n    26.75: 0.42% (4 instances)\n    27: 0.73% (7 instances)\n    27.5: 0.42% (4 instances)\n    27.73333: 1.57% (15 instances)\n    28: 0.21% (2 instances)\n    28.75: 0.42% (4 instances)\n    29: 1.57% (15 instances)\n    29.25: 0.84% (8 instances)\n    29.4: 0.52% (5 instances)\n    29.5: 1.05% (10 instances)\n    30.25: 0.42% (4 instances)\n    30.33333: 0.63% (6 instances)\n    30.5: 0.21% (2 instances)\n    32: 0.42% (4 instances)\n    32.2: 0.52% (5 instances)\n    32.25: 0.42% (4 instances)\n    32.66667: 0.31% (3 instances)\n    32.71429: 0.73% (7 instances)\n    33: 0.73% (7 instances)\n    33.66667: 0.63% (6 instances)\n    34: 0.10% (1 instance)\n    34.33333: 0.31% (3 instances)\n    34.66667: 0.31% (3 instances)\n    35: 0.94% (9 instances)\n    35.75: 0.42% (4 instances)\n    35.83333: 0.63% (6 instances)\n    36: 0.31% (3 instances)\n    36.5: 0.42% (4 instances)\n    36.75: 0.42% (4 instances)\n    37: 0.31% (3 instances)\n    37.25: 0.42% (4 instances)\n    37.66667: 0.31% (3 instances)\n    38.28571: 0.73% (7 instances)\n    38.6: 0.52% (5 instances)\n    39: 0.94% (9 instances)\n    39.5: 0.21% (2 instances)\n    40: 0.21% (2 instances)\n    40.42857: 0.73% (7 instances)\n    41.25: 0.42% (4 instances)\n    41.8: 0.52% (5 instances)\n    41.83333: 0.63% (6 instances)\n    43.33333: 0.31% (3 instances)\n    43.6: 0.52% (5 instances)\n    43.84746: 6.19% (59 instances)\n    44: 0.31% (3 instances)\n    44.33333: 0.31% (3 instances)\n    44.5: 0.42% (4 instances)\n    45.57143: 0.73% (7 instances)\n    46.4: 0.52% (5 instances)\n    48.83333: 0.63% (6 instances)\n    49: 0.10% (1 instance)\n    49.33333: 0.31% (3 instances)\n    51.5: 0.21% (2 instances)\n    51.85714: 0.73% (7 instances)\n    52.4: 0.52% (5 instances)\n    53.5: 0.21% (2 instances)\n    54.4: 0.52% (5 instances)\n    55: 0.84% (8 instances)\n    55.66667: 0.31% (3 instances)\n    56.5: 0.63% (6 instances)\n    58: 0.10% (1 instance)\n    59: 0.52% (5 instances)\n    59.66667: 0.31% (3 instances)\n    61: 0.21% (2 instances)\n    62.88889: 0.94% (9 instances)\n    63.33333: 0.31% (3 instances)\n    63.57143: 0.73% (7 instances)\n    66.6: 0.52% (5 instances)\n    9.2: 0.52% (5 instances)\n\n\nField importance:\n    1. Days_since_registration-1: 76.89%\n    2. Total_events-3: 6.02%\n    3. Avg_min_per_day_registered-1: 2.00%\n    4. Perc_device_notebook-1: 1.49%\n    5. Avg_duration-1: 1.40%\n    6. Days_since_registration-2: 1.07%\n    7. Perc_device_tablet-1: 0.95%\n    8. Perc_genre_scifi-1: 0.68%\n    9. Perc_device_tv-1: 0.67%\n    10. Total_events-1: 0.47%\n    11. Perc_device_smartphone-1: 0.42%\n    12. Perc_genre_drama-2: 0.41%\n    13. Avg_duration-2: 0.40%\n    14. Perc_genre_musical-1: 0.38%\n    15. Avg_days_btw_events-1: 0.37%\n    16. Total_duration-1: 0.35%\n    17. Perc_genre_action-3: 0.31%\n    18. Perc_genre_adventure-2: 0.31%\n    19. Perc_genre_other-1: 0.30%\n    20. Perc_genre_drama-1: 0.28%\n    21. Avg_ev_per_day_registered-1: 0.28%\n    22. Avg_ev_per_day_registered-2: 0.23%\n    23. Avg_days_btw_events-2: 0.23%\n    24. Perc_genre_war-2: 0.23%\n    25. Perc_device_tablet-3: 0.23%\n    26. Perc_device_tv-3: 0.21%\n    27. Perc_genre_action-2: 0.20%\n    28. Perc_device_smartphone-2: 0.19%\n    29. Perc_genre_war-1: 0.17%\n    30. Perc_genre_horror-2: 0.17%\n    31. Perc_genre_musical-3: 0.17%\n    32. Avg_duration-3: 0.16%\n    33. Perc_device_smartphone-3: 0.16%\n    34. Perc_device_notebook-2: 0.15%\n    35. Total_duration-3: 0.15%\n    36. Perc_genre_adventure-1: 0.14%\n    37. Perc_genre_action-1: 0.13%\n    38. Perc_genre_comedy-1: 0.13%\n    39. Perc_device_tablet-2: 0.13%\n    40. Perc_genre_musical-2: 0.13%\n    41. Perc_genre_drama-3: 0.13%\n    42. Most_viewed_genre-1: 0.12%\n    43. Perc_genre_horror-1: 0.11%\n    44. Avg_days_btw_events-3: 0.10%\n    45. Perc_genre_scifi-2: 0.10%\n    46. Avg_ev_per_day_registered-3: 0.09%\n    47. Days_since_last_event-2: 0.08%\n    48. Perc_genre_other-3: 0.08%\n    49. Perc_genre_other-2: 0.07%\n    50. Perc_device_tv-2: 0.06%\n    51. Num_genres-2: 0.06%\n    52. Perc_genre_comedy-2: 0.05%\n    53. Most_used_device-2: 0.04%\n    54. Perc_genre_comedy-3: 0.04%\n    55. Num_genres-1: 0.03%\n    56. Num_devices_used-1: 0.03%\n    57. Perc_genre_horror-3: 0.02%\n    58. Perc_genre_scifi-3: 0.01%\n    59. Avg_min_per_day_registered-2: 0.01%\n    60. Perc_device_notebook-3: 0.01%\n\n\nRules summary:\n\n\n10: (data 0.00% / prediction 0.10%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 <= 52 and Perc_genre_drama-1 > 3.85185 and Total_duration-3 > 649 and Perc_device_tv-3 > 32.29165 and Avg_duration-1 <= 38.7817 [Confidence: 896.93%]\n\n\n10.83333: (data 0.00% / prediction 0.63%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 63 and Perc_device_tablet-3 > 11.17375 and 60.77022 < Avg_duration-1 <= 70.77385  and Avg_ev_per_day_registered-2 > 0.66075 and Days_since_last_event-2 <= 3 and Perc_genre_action-3 > 8.57145 and Perc_genre_action-2 <= 40.92105 and Perc_genre_horror-1 <= 10.02505 and Perc_genre_drama-1 <= 5.4412 and Perc_genre_comedy-3 <= 23.0263 [Confidence: 367.98%; impurity: 0.36%]\n\n\n11: (data 0.00% / prediction 0.10%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 55.7 and 22.84667 < Perc_device_tv-1 <= 36.07354  and Perc_device_smartphone-2 > 5.8955 and Perc_genre_drama-1 <= 7.27515 and 15.45885 < Perc_genre_action-3 <= 27.0468  and Avg_days_btw_events-2 <= 1.77563 and Avg_min_per_day_registered-2 <= 20.23215 [Confidence: 451.90%]\n\n\n12: (data 0.00% / prediction 0.42%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and Perc_device_tv-1 <= 22.84667 and Perc_genre_scifi-1 <= 4.6537 and Perc_genre_musical-1 > 8.1169 [Error: 10.53528]\n\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 13 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and 39.99915 < Avg_duration-1 <= 60.77022  and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Perc_genre_other-3 <= 30.14705 and Perc_device_smartphone-2 <= 29.10924 and Perc_device_tv-3 <= 44.48501 and Avg_days_btw_events-3 > 1.27143 and Perc_device_tv-2 <= 67.94875 and Perc_genre_drama-3 > 13.48485 [Error: 31.60584]\n\n\n12.22222: (data 0.00% / prediction 0.94%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 <= 14.91501 and Perc_genre_drama-3 <= 5.32215 and Avg_duration-3 > 58.22915 [Confidence: 766.98%; impurity: 0.42%]\n\n\n12.25: (data 0.00% / prediction 0.84%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 55.7 and 22.84667 < Perc_device_tv-1 <= 36.07354  and Perc_device_smartphone-2 > 5.8955 and Perc_genre_drama-1 <= 7.27515 and Perc_genre_action-3 > 27.0468 and Avg_days_btw_events-2 <= 1.77563 [Confidence: 452.25%; impurity: 0.41%]\n\n\n12.66667: (data 0.00% / prediction 0.94%) Days_since_registration-1 > 37 and Total_events-3 > 13 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and 53.25 < Avg_duration-1 <= 60.77022  and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Perc_genre_other-3 <= 30.14705 and Perc_device_smartphone-2 <= 29.10924 and Perc_device_tv-3 > 44.48501 and Perc_device_notebook-2 > 4.88095 [Confidence: 587.61%; impurity: 0.40%]\n\n\n12.75: (data 0.00% / prediction 0.42%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and Avg_ev_per_day_registered-2 <= 0.66075 and Perc_device_tv-1 > 34.20373 and Perc_device_smartphone-3 > 10.55555 and Perc_genre_musical-2 <= 12.549 and Perc_device_notebook-2 <= 14.83515 and Perc_genre_action-1 <= 33.97435 and Perc_genre_war-2 > 2.7778 and Perc_genre_scifi-2 <= 19.8718 and Perc_genre_horror-2 > 5.719 and Most_viewed_genre-1 != Action [Confidence: 511.89%; impurity: 0.31%]\n\n\n13: (data 0.00% / prediction 1.68%) Days_since_registration-1 > 37\n    \u00b7 25.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 <= 52 and Perc_genre_drama-1 > 3.85185 and Total_duration-3 <= 649 and Perc_genre_action-3 <= 14.83515 and Perc_device_tv-3 > 33.5664 and Perc_genre_musical-1 > 5 [Error: 2.87918]\n\n    \u00b7 25.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and 22.84667 < Perc_device_tv-1 <= 36.07354  and Perc_device_smartphone-2 > 5.8955 and Perc_genre_drama-1 <= 7.27515 and Perc_genre_action-3 <= 15.45885 and Perc_genre_action-1 > 15.58705 and Num_devices_used-1 > 3 and Perc_device_smartphone-3 > 15.0376 [Error: 2.67779]\n\n    \u00b7 18.75%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 <= 52 and Perc_genre_drama-1 > 3.85185 and Total_duration-3 <= 649 and Perc_genre_action-3 > 14.83515 and Perc_device_tablet-1 > 32.03815 and Perc_genre_war-1 > 14.58625 [Error: 5.08228]\n\n    \u00b7 12.50%: Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 <= 1927 and Avg_duration-1 <= 70.05508 and Perc_device_smartphone-1 <= 40.01975 and Perc_device_tablet-2 > 18.34735 and Perc_genre_other-1 <= 9.7627 and Perc_genre_musical-1 > 3.3986 and Avg_duration-2 <= 47.0506 and Perc_device_notebook-1 > 12.25 [Error: 10.53528]\n\n    \u00b7 12.50%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and Avg_ev_per_day_registered-2 <= 0.66075 and Perc_device_tv-1 > 34.20373 and Perc_device_smartphone-3 > 10.55555 and Perc_genre_musical-2 <= 12.549 and Perc_device_notebook-2 <= 14.83515 and Perc_genre_action-1 <= 33.97435 and Perc_genre_war-2 > 2.7778 and Perc_genre_scifi-2 <= 19.8718 and Perc_genre_horror-2 <= 5.719 and Perc_genre_war-1 > 27.2059 [Error: 3.39269]\n\n    \u00b7 6.25%: Days_since_registration-1 > 37 and Total_events-3 > 13 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and 39.99915 < Avg_duration-1 <= 60.77022  and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Perc_genre_other-3 <= 30.14705 and Perc_device_smartphone-2 <= 29.10924 and Perc_device_tv-3 <= 44.48501 and Avg_days_btw_events-3 > 1.27143 and Perc_device_tv-2 <= 67.94875 and Perc_genre_drama-3 <= 13.48485 and Perc_device_notebook-1 <= 8.5145 and Perc_genre_drama-2 > 17.89475 [Error: 3.36546]\n\n\n13.25: (data 0.00% / prediction 0.42%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and 22.84667 < Perc_device_tv-1 <= 36.07354  and Perc_device_smartphone-2 > 5.8955 and Perc_genre_drama-1 <= 7.27515 and Perc_genre_action-3 <= 15.45885 and Perc_genre_action-1 <= 15.58705 and Avg_duration-2 > 60.875 [Confidence: 838.65%; impurity: 0.31%]\n\n\n13.66667: (data 0.00% / prediction 0.31%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 63 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 70.77385 and Avg_ev_per_day_registered-2 > 0.66075 and Days_since_last_event-2 <= 3 and Perc_genre_action-3 > 8.57145 and Perc_genre_action-2 <= 40.92105 and Perc_genre_horror-1 <= 10.02505 and Perc_genre_drama-1 <= 5.4412 and Perc_genre_comedy-3 <= 23.0263 [Confidence: 293.43%; impurity: 0.22%]\n\n\n14.66667: (data 0.00% / prediction 0.31%) Days_since_registration-1 > 37 and Total_events-3 > 13 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and 39.99915 < Avg_duration-1 <= 60.77022  and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Perc_genre_other-3 <= 30.14705 and Perc_device_smartphone-2 > 29.10924 and Perc_genre_drama-2 <= 14.58335 and Perc_genre_musical-3 > 5.01255 and Perc_genre_action-2 > 28.71795 [Confidence: 776.33%; impurity: 0.33%]\n\n\n14.75: (data 0.00% / prediction 0.42%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 63 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and Avg_ev_per_day_registered-2 > 0.66075 and Days_since_last_event-2 <= 3 and Perc_genre_action-3 > 8.57145 and Perc_genre_action-2 <= 40.92105 and Perc_genre_horror-1 <= 10.02505 and Perc_genre_drama-1 > 5.4412 and Perc_genre_musical-1 > 8.194 [Confidence: 694.75%; impurity: 0.38%]\n\n\n14.8: (data 0.00% / prediction 0.52%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 <= 14.91501 and Perc_genre_drama-3 <= 5.32215 and Avg_duration-3 <= 58.22915 and Perc_device_notebook-3 > 12.13235 [Confidence: 156.83%; impurity: 0.16%]\n\n\n14.85714: (data 0.00% / prediction 0.73%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 29.2857 and Avg_duration-1 <= 60.77022 and 22.84667 < Perc_device_tv-1 <= 36.07354  and Perc_device_smartphone-2 > 5.8955 and Perc_genre_drama-1 <= 7.27515 and Perc_genre_action-3 > 15.45885 and Avg_days_btw_events-2 > 1.77563 and Perc_device_notebook-1 <= 11.66665 [Confidence: 389.63%; impurity: 0.33%]\n\n\n15: (data 0.00% / prediction 1.05%) Days_since_registration-1 > 37 and Total_events-3 > 13 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and 39.99915 < Avg_duration-1 <= 60.77022  and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Perc_genre_other-3 <= 30.14705 and Perc_device_smartphone-2 <= 29.10924 and Perc_device_tv-3 <= 44.48501 and Avg_days_btw_events-3 > 1.27143 and Perc_device_tv-2 <= 67.94875 and Perc_genre_drama-3 <= 13.48485 and Perc_device_notebook-1 > 8.5145 and Perc_genre_scifi-3 <= 12.08135 [Confidence: 326.41%; impurity: 0.38%]\n\n\n15.11111: (data 0.00% / prediction 0.94%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and 22.84667 < Perc_device_tv-1 <= 36.07354  and Perc_device_smartphone-2 > 5.8955 and Perc_genre_drama-1 > 7.27515 and Perc_genre_drama-2 <= 4.08335 [Confidence: 996.91%; impurity: 0.43%]\n\n\n15.33333: (data 0.00% / prediction 0.63%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 <= 52 and Perc_genre_drama-1 <= 3.85185 and Avg_duration-2 <= 57.15835 and Avg_days_btw_events-1 > 1.2138 and Perc_genre_war-2 <= 13.0252 and Perc_genre_action-2 <= 35.45455 [Confidence: 514.02%; impurity: 0.39%]\n\n\n15.5: (data 0.00% / prediction 1.26%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and 22.84667 < Perc_device_tv-1 <= 36.07354  and Perc_device_smartphone-2 > 5.8955 and Perc_genre_drama-1 <= 7.27515\n    \u00b7 83.33%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 55.7 and 22.84667 < Perc_device_tv-1 <= 36.07354  and Perc_device_smartphone-2 > 5.8955 and Perc_genre_drama-1 <= 7.27515 and 15.45885 < Perc_genre_action-3 <= 27.0468  and Avg_days_btw_events-2 <= 1.77563 and Avg_min_per_day_registered-2 > 20.23215 [Error: 3.50986]\n\n    \u00b7 16.67%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and 22.84667 < Perc_device_tv-1 <= 36.07354  and Perc_device_smartphone-2 > 5.8955 and Perc_genre_drama-1 <= 7.27515 and Perc_genre_action-3 <= 15.45885 and Perc_genre_action-1 <= 15.58705 and Avg_duration-2 <= 60.875 and Perc_genre_other-2 > 21.90475 [Error: 5.26764]\n\n\n15.6: (data 0.00% / prediction 1.05%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 <= 16.21833 and Avg_ev_per_day_registered-1 > 0.46775 and Perc_genre_comedy-2 > 15.1923 [Error: 6.3703]\n\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and Avg_ev_per_day_registered-2 <= 0.66075 and Perc_device_tv-1 > 34.20373 and Perc_device_smartphone-3 > 10.55555 and Perc_genre_musical-2 <= 12.549 and Perc_device_notebook-2 <= 14.83515 and Perc_genre_action-1 <= 33.97435 and Perc_genre_war-2 > 2.7778 and Perc_genre_scifi-2 <= 19.8718 and Perc_genre_horror-2 > 5.719 and Most_viewed_genre-1 = Action [Error: 3.13652]\n\n\n15.83333: (data 0.00% / prediction 0.63%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 <= 14.91501 and Perc_genre_drama-3 > 5.32215 and Avg_duration-2 <= 48.91115 [Confidence: 418.38%; impurity: 0.33%]\n\n\n15.85714: (data 0.00% / prediction 0.73%) Days_since_registration-1 > 37 and Total_events-3 > 13 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and 39.99915 < Avg_duration-1 <= 53.25  and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Perc_genre_other-3 <= 30.14705 and Perc_device_smartphone-2 <= 29.10924 and Perc_device_tv-3 > 44.48501 and Perc_device_notebook-2 > 4.88095 [Confidence: 260.61%; impurity: 0.33%]\n\n\n16.2: (data 0.00% / prediction 0.52%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 39.99915 and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Most_viewed_genre-1 = Comedy [Confidence: 1199.49%; impurity: 0.40%]\n\n\n16.33333: (data 0.00% / prediction 0.63%) Days_since_registration-1 > 37\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 <= 1927 and Avg_duration-1 <= 70.05508 and Perc_device_smartphone-1 <= 40.01975 and Perc_device_tablet-2 > 18.34735 and Perc_genre_other-1 <= 9.7627 and Perc_genre_musical-1 > 3.3986 and Avg_duration-2 > 47.0506 and Perc_genre_action-2 > 34.0909 [Error: 5.86851]\n\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 <= 52 and Perc_genre_drama-1 > 3.85185 and Total_duration-3 <= 649 and Perc_genre_action-3 <= 14.83515 and Perc_device_tv-3 > 33.5664 and Perc_genre_musical-1 <= 5 [Error: 7.76331]\n\n\n16.5: (data 0.00% / prediction 0.21%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and 22.84667 < Perc_device_tv-1 <= 36.07354  and Perc_device_smartphone-2 > 5.8955 and Perc_genre_drama-1 <= 7.27515 and Perc_genre_action-3 <= 15.45885 and Perc_genre_action-1 > 15.58705 and Num_devices_used-1 <= 3 [Confidence: 526.76%; impurity: 0.25%]\n\n\n17: (data 0.00% / prediction 0.52%) Days_since_registration-1 > 37\n    \u00b7 60.00%: Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 <= 6.27455 and Perc_genre_adventure-2 <= 58.57145 and Perc_device_smartphone-1 <= 19.8489 and Perc_device_notebook-1 <= 6.78165 and Perc_genre_scifi-1 > 5.6061 [Error: 5.08228]\n\n    \u00b7 40.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and 52 < Days_since_registration-2 <= 63  and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and Avg_ev_per_day_registered-2 > 0.66075 and Days_since_last_event-2 <= 3 and Perc_genre_horror-3 > 10.88235 [Error: 3.56165]\n\n\n17.14286: (data 0.00% / prediction 0.73%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 21.1111 and Avg_duration-1 <= 60.77022 and 22.84667 < Perc_device_tv-1 <= 36.07354  and Perc_device_smartphone-2 > 5.8955 and Perc_genre_drama-1 > 7.27515 and Perc_genre_drama-2 > 4.08335 and Avg_days_btw_events-2 <= 1.65535 [Confidence: 389.63%; impurity: 0.39%]\n\n\n17.33333: (data 0.00% / prediction 0.31%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 63 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and Avg_ev_per_day_registered-2 > 0.66075 and Days_since_last_event-2 <= 3 and Perc_genre_action-3 > 8.57145 and Perc_genre_action-2 <= 40.92105 and Perc_genre_horror-1 <= 10.02505 and Perc_genre_drama-1 <= 5.4412 and Perc_genre_comedy-3 > 23.0263 [Confidence: 1057.96%; impurity: 0.33%]\n\n\n17.4: (data 0.00% / prediction 0.52%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 <= 14.91501 and Perc_genre_drama-3 <= 5.32215 and Avg_duration-3 <= 58.22915 and Perc_device_notebook-3 <= 12.13235 [Confidence: 192.07%; impurity: 0.24%]\n\n\n17.5: (data 0.00% / prediction 0.21%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 <= 1927 and Avg_duration-1 <= 70.05508 and Perc_device_smartphone-1 <= 40.01975 and Perc_device_tablet-2 > 18.34735 and Perc_genre_other-1 > 9.7627 and Avg_duration-3 > 55.91665 and Perc_genre_action-3 > 29.16665 [Confidence: 526.76%; impurity: 0.25%]\n\n\n17.6: (data 0.00% / prediction 1.05%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 <= 52 and Perc_genre_drama-1 > 3.85185 and Total_duration-3 <= 649 and Perc_genre_action-3 <= 14.83515 and Perc_device_tv-3 <= 33.5664 [Confidence: 386.21%; impurity: 0.38%]\n\n\n17.71429: (data 0.00% / prediction 0.73%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 29.2857 and Avg_duration-1 <= 60.77022 and 22.84667 < Perc_device_tv-1 <= 36.07354  and Perc_device_smartphone-2 > 5.8955 and Perc_genre_drama-1 <= 7.27515 and Perc_genre_action-3 > 15.45885 and Avg_days_btw_events-2 > 1.77563 and Perc_device_notebook-1 > 11.66665 [Confidence: 322.29%; impurity: 0.37%]\n\n\n17.75: (data 0.00% / prediction 0.84%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and Perc_device_tv-1 > 22.84667\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and 11.17375 < Perc_device_tablet-3 <= 29.2857  and Avg_duration-1 <= 60.77022 and 22.84667 < Perc_device_tv-1 <= 36.07354  and Perc_device_smartphone-2 > 5.8955 and Perc_genre_drama-1 <= 7.27515 and Perc_genre_action-3 > 15.45885 and Avg_days_btw_events-2 > 1.77563 and Avg_ev_per_day_registered-1 > 0.62905 [Error: 3.89486]\n\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 <= 16.21833 and Avg_ev_per_day_registered-1 > 0.46775 and Perc_genre_comedy-2 <= 15.1923 and Perc_device_smartphone-3 <= 12.406 [Error: 3.89486]\n\n\n17.8: (data 0.00% / prediction 0.52%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 <= 52 and Perc_genre_drama-1 > 3.85185 and Total_duration-3 <= 649 and Perc_genre_action-3 > 14.83515 and Perc_device_tablet-1 <= 32.03815 and Avg_days_btw_events-3 > 1.7779 [Confidence: 576.22%; impurity: 0.36%]\n\n\n17.81818: (data 0.00% / prediction 1.15%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and Avg_ev_per_day_registered-2 <= 0.66075 and Perc_device_tv-1 > 34.20373 and Perc_device_smartphone-3 > 10.55555 and Perc_genre_musical-2 <= 12.549 and Perc_device_notebook-2 <= 14.83515 and Perc_genre_action-1 <= 33.97435 and Perc_genre_war-2 > 2.7778 and Perc_genre_scifi-2 <= 19.8718 and Perc_genre_horror-2 <= 5.719 and Perc_genre_war-1 <= 27.2059 [Confidence: 312.38%; impurity: 0.39%]\n\n\n18: (data 0.00% / prediction 2.62%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375\n    \u00b7 36.00%: Days_since_registration-1 > 37 and Total_events-3 > 13 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and 39.99915 < Avg_duration-1 <= 60.77022  and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Perc_genre_other-3 <= 30.14705 and Perc_device_smartphone-2 > 29.10924 and Perc_genre_drama-2 <= 14.58335 and Perc_genre_musical-3 > 5.01255 and Perc_genre_action-2 <= 28.71795 [Error: 3.1409]\n\n    \u00b7 36.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 63 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and Avg_ev_per_day_registered-2 > 0.66075 and Days_since_last_event-2 <= 3 and Perc_genre_action-3 > 8.57145 and Perc_genre_action-2 <= 40.92105 and Perc_genre_horror-1 <= 10.02505 and Perc_genre_drama-1 > 5.4412 and Perc_genre_musical-1 <= 8.194 [Error: 3.1409]\n\n    \u00b7 28.00%: Days_since_registration-1 > 37 and 5 < Total_events-3 <= 13  and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and 39.99915 < Avg_duration-1 <= 60.77022  and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Perc_genre_other-3 <= 30.14705 and Most_used_device-2 != TV [Error: 7.28929]\n\n\n18.11111: (data 0.00% / prediction 1.89%) Days_since_registration-1 > 37 and Total_events-3 > 13 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and 39.99915 < Avg_duration-1 <= 60.77022  and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Perc_genre_other-3 <= 30.14705 and Perc_device_smartphone-2 <= 29.10924 and Perc_device_tv-3 <= 44.48501 and Avg_days_btw_events-3 > 1.27143 and Perc_device_tv-2 <= 67.94875 and Perc_genre_drama-3 <= 13.48485 and Perc_device_notebook-1 <= 8.5145 and Perc_genre_drama-2 <= 17.89475 [Confidence: 260.34%; impurity: 0.38%]\n\n\n18.25: (data 0.00% / prediction 0.42%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 <= 52 and Perc_genre_drama-1 > 3.85185 and Total_duration-3 > 649 and Perc_device_tv-3 > 32.29165 and Avg_duration-1 > 38.7817 and Perc_device_notebook-2 > 14.8182 [Confidence: 511.89%; impurity: 0.31%]\n\n\n18.5: (data 0.00% / prediction 0.21%) Days_since_registration-1 > 37 and Total_events-3 > 13 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and 39.99915 < Avg_duration-1 <= 60.77022  and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Perc_genre_other-3 <= 30.14705 and Perc_device_smartphone-2 <= 29.10924 and Perc_device_tv-3 <= 44.48501 and Avg_days_btw_events-3 > 1.27143 and Perc_device_tv-2 <= 67.94875 and Perc_genre_drama-3 <= 13.48485 and Perc_device_notebook-1 > 8.5145 and Perc_genre_scifi-3 > 12.08135 [Confidence: 526.76%; impurity: 0.25%]\n\n\n18.6: (data 0.00% / prediction 0.52%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 <= 1927 and Avg_duration-1 <= 70.05508 and Perc_device_smartphone-1 <= 40.01975 and Perc_device_tablet-2 > 18.34735 and Perc_genre_other-1 <= 9.7627 and Perc_genre_musical-1 > 3.3986 and Avg_duration-2 <= 47.0506 and Perc_device_notebook-1 <= 12.25 [Confidence: 637.03%; impurity: 0.36%]\n\n\n18.66667: (data 0.00% / prediction 0.63%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 <= 11.17375 and Perc_genre_musical-3 <= 8.0128 and Avg_days_btw_events-2 > 1.39805 and Perc_genre_drama-1 <= 6.62395 [Confidence: 325.10%; impurity: 0.33%]\n\n\n18.75: (data 0.00% / prediction 0.84%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and Perc_device_tv-1 <= 22.84667 and Perc_genre_scifi-1 > 4.6537 and Avg_duration-2 > 66.7702 [Error: 9.02031]\n\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 13 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and 39.99915 < Avg_duration-1 <= 60.77022  and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Perc_genre_other-3 <= 30.14705 and Perc_device_smartphone-2 > 29.10924 and Perc_genre_drama-2 <= 14.58335 and Perc_genre_musical-3 <= 5.01255 and Perc_device_tv-2 <= 27.92205 [Error: 5.11885]\n\n\n19: (data 0.00% / prediction 0.73%) Days_since_registration-1 > 37\n    \u00b7 85.71%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and Perc_device_tv-1 <= 22.84667 and Perc_genre_scifi-1 <= 4.6537 and Perc_genre_musical-1 <= 8.1169 [Error: 8.67765]\n\n    \u00b7 14.29%: Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 <= 6.27455 and Perc_genre_adventure-2 <= 58.57145 and Perc_device_smartphone-1 <= 19.8489 and Perc_device_notebook-1 > 6.78165 and Perc_genre_horror-2 <= 13.0252 and Num_genres-2 <= 8 and Perc_device_tablet-2 > 59.0278 [Error: 4.17522]\n\n\n19.25: (data 0.00% / prediction 0.84%) Days_since_registration-1 > 37 and Total_events-3 > 5\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 <= 52 and Perc_genre_drama-1 > 3.85185 and Total_duration-3 <= 649 and Perc_genre_action-3 > 14.83515 and Perc_device_tablet-1 > 32.03815 and Perc_genre_war-1 <= 14.58625 [Error: 5.11885]\n\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and 22.84667 < Perc_device_tv-1 <= 36.07354  and Perc_device_smartphone-2 > 5.8955 and Perc_genre_drama-1 <= 7.27515 and Perc_genre_action-3 <= 15.45885 and Perc_genre_action-1 <= 15.58705 and Avg_duration-2 <= 60.875 and Perc_genre_other-2 <= 21.90475 [Error: 5.11885]\n\n\n19.33333: (data 0.00% / prediction 0.63%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and Perc_device_tv-1 > 22.84667\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and 55.7 < Avg_duration-1 <= 60.77022  and 22.84667 < Perc_device_tv-1 <= 36.07354  and Perc_device_smartphone-2 > 5.8955 and Perc_genre_drama-1 <= 7.27515 and Perc_genre_action-3 > 15.45885 and Avg_days_btw_events-2 <= 1.77563 [Error: 11.73702]\n\n    \u00b7 50.00%: Days_since_registration-1 > 37 and 5 < Total_events-3 <= 13  and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and 39.99915 < Avg_duration-1 <= 60.77022  and Perc_device_tv-1 > 48.33335 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Perc_genre_other-3 <= 30.14705 and Most_used_device-2 = TV [Error: 5.86851]\n\n\n19.5: (data 0.00% / prediction 0.63%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 63 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and Avg_ev_per_day_registered-2 > 0.66075 and Days_since_last_event-2 <= 3 and Perc_genre_action-3 > 8.57145 and Perc_genre_action-2 <= 40.92105 and Perc_genre_horror-1 > 10.02505 [Confidence: 710.85%; impurity: 0.36%]\n\n\n19.8: (data 0.00% / prediction 0.52%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 <= 1927 and Avg_duration-1 <= 70.05508 and Perc_device_smartphone-1 <= 40.01975 and Perc_device_tablet-2 > 18.34735 and Perc_genre_other-1 <= 9.7627 and Perc_genre_musical-1 > 3.3986 and Avg_duration-2 > 47.0506 and Perc_genre_action-2 <= 34.0909 and Perc_genre_adventure-2 > 21.13095 [Confidence: 1199.49%; impurity: 0.40%]\n\n\n20: (data 0.00% / prediction 0.21%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 <= 52 and Perc_genre_drama-1 <= 3.85185 and Avg_duration-2 <= 57.15835 and Avg_days_btw_events-1 > 1.2138 and Perc_genre_war-2 <= 13.0252 and Perc_genre_action-2 > 35.45455 [Confidence: 1053.53%; impurity: 0.25%]\n\n\n20.25: (data 0.00% / prediction 0.42%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 <= 52 and Perc_genre_drama-1 > 3.85185 and Total_duration-3 > 649 and Perc_device_tv-3 > 32.29165 and Avg_duration-1 > 38.7817 and Perc_device_notebook-2 <= 14.8182 and Perc_genre_war-1 <= 13.38235 [Confidence: 610.21%; impurity: 0.19%]\n\n\n20.33333: (data 0.00% / prediction 0.31%) Days_since_registration-1 > 37 and Total_events-3 > 13 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and 39.99915 < Avg_duration-1 <= 60.77022  and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Perc_genre_other-3 <= 30.14705 and Perc_device_smartphone-2 <= 29.10924 and Perc_device_tv-3 > 44.48501 and Perc_device_notebook-2 <= 4.88095 [Confidence: 293.43%; impurity: 0.22%]\n\n\n20.4: (data 0.00% / prediction 0.52%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 39.99915 and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Most_viewed_genre-1 != Comedy and Perc_genre_adventure-1 <= 10.64425 [Confidence: 531.82%; impurity: 0.32%]\n\n\n20.44444: (data 0.00% / prediction 0.94%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 <= 14.91501 and Perc_genre_drama-3 > 5.32215 and Avg_duration-2 > 48.91115 [Confidence: 770.55%; impurity: 0.42%]\n\n\n20.5: (data 0.00% / prediction 0.63%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and 11.17375 < Perc_device_tablet-3 <= 29.2857  and Avg_duration-1 <= 60.77022 and 22.84667 < Perc_device_tv-1 <= 36.07354  and Perc_device_smartphone-2 > 5.8955 and Perc_genre_drama-1 <= 7.27515 and Perc_genre_action-3 > 15.45885 and Avg_days_btw_events-2 > 1.77563 and Avg_ev_per_day_registered-1 <= 0.62905 [Confidence: 330.13%; impurity: 0.36%]\n\n\n20.66667: (data 0.00% / prediction 0.94%) Days_since_registration-1 > 37 and Total_events-3 <= 5\n    \u00b7 66.67%: Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 <= 1927 and 47.47655 < Avg_duration-1 <= 70.05508  and Perc_device_smartphone-1 <= 40.01975 and Perc_device_tablet-2 > 18.34735 and Perc_genre_other-1 > 9.7627 and Avg_duration-3 <= 55.91665 and Avg_ev_per_day_registered-3 <= 0.225 and Perc_genre_adventure-2 <= 12.77175 [Error: 10.84326]\n\n    \u00b7 33.33%: Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 > 6.27455 and Perc_device_tablet-1 <= 27.46155 and Perc_genre_war-2 > 14.58335 and Perc_genre_action-2 <= 11.25 [Error: 12.79013]\n\n\n20.8: (data 0.00% / prediction 0.52%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 <= 52 and Perc_genre_drama-1 > 3.85185 and Total_duration-3 <= 649 and Perc_genre_action-3 > 14.83515 and Perc_device_tablet-1 <= 32.03815 and Avg_days_btw_events-3 <= 1.7779 and Perc_genre_musical-2 <= 5.05055 [Confidence: 457.22%; impurity: 0.36%]\n\n\n20.85714: (data 0.00% / prediction 0.73%) Days_since_registration-1 > 37 and Total_events-3 > 13 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and 39.99915 < Avg_duration-1 <= 60.77022  and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Perc_genre_other-3 <= 30.14705 and Perc_device_smartphone-2 <= 29.10924 and Perc_device_tv-3 <= 44.48501 and Avg_days_btw_events-3 <= 1.27143 [Confidence: 907.18%; impurity: 0.37%]\n\n\n21: (data 0.00% / prediction 1.26%) Days_since_registration-1 > 37\n    \u00b7 41.67%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 21.1111 and Avg_duration-1 <= 60.77022 and 22.84667 < Perc_device_tv-1 <= 36.07354  and Perc_device_smartphone-2 > 5.8955 and Perc_genre_drama-1 > 7.27515 and Perc_genre_drama-2 > 4.08335 and Avg_days_btw_events-2 > 1.65535 [Error: 3.50674]\n\n    \u00b7 33.33%: Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 <= 1927 and Avg_duration-1 <= 70.05508 and Perc_device_smartphone-1 <= 40.01975 and Perc_device_tablet-2 > 18.34735 and Perc_genre_other-1 > 9.7627 and Avg_duration-3 > 55.91665 and Perc_genre_action-3 <= 29.16665 [Error: 3.32155]\n\n    \u00b7 25.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and 22.84667 < Perc_device_tv-1 <= 36.07354  and Perc_device_smartphone-2 <= 5.8955 and Total_duration-1 > 1031 [Error: 13.44645]\n\n\n21.44444: (data 0.00% / prediction 0.94%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 77 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and Avg_ev_per_day_registered-2 <= 0.66075 and Perc_device_tv-1 <= 34.20373 [Confidence: 715.21%; impurity: 0.41%]\n\n\n21.5: (data 0.00% / prediction 0.21%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and Avg_ev_per_day_registered-2 <= 0.66075 and Perc_device_tv-1 > 34.20373 and Perc_device_smartphone-3 > 10.55555 and Perc_genre_musical-2 <= 12.549 and Perc_device_notebook-2 <= 14.83515 and Perc_genre_action-1 <= 33.97435 and Perc_genre_war-2 > 2.7778 and Perc_genre_scifi-2 > 19.8718 [Confidence: 526.76%; impurity: 0.25%]\n\n\n21.625: (data 0.00% / prediction 1.68%) Days_since_registration-1 > 37 and Total_events-3 > 5\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 <= 52 and Perc_genre_drama-1 <= 3.85185 and Avg_duration-2 <= 57.15835 and Avg_days_btw_events-1 > 1.2138 and Perc_genre_war-2 > 13.0252 [Error: 8.05602]\n\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and 52 < Days_since_registration-2 <= 63  and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and Avg_ev_per_day_registered-2 > 0.66075 and Days_since_last_event-2 <= 3 and Perc_genre_horror-3 <= 10.88235 [Error: 2.01604]\n\n\n21.66667: (data 0.00% / prediction 0.31%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 <= 11.17375 and Perc_genre_musical-3 <= 8.0128 and Avg_days_btw_events-2 > 1.39805 and Perc_genre_drama-1 > 6.62395 [Confidence: 586.85%; impurity: 0.22%]\n\n\n22: (data 0.00% / prediction 0.52%) Days_since_registration-1 > 37 and Total_events-3 > 13 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and 39.99915 < Avg_duration-1 <= 60.77022  and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Perc_genre_other-3 <= 30.14705 and Perc_device_smartphone-2 > 29.10924 and Perc_genre_drama-2 <= 14.58335 and Perc_genre_musical-3 <= 5.01255 and Perc_device_tv-2 > 27.92205 [Confidence: 429.49%; impurity: 0.32%]\n\n\n22.25: (data 0.00% / prediction 0.42%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 <= 1927 and Avg_duration-1 <= 70.05508 and Perc_device_smartphone-1 <= 40.01975 and Perc_device_tablet-2 > 18.34735 and Perc_genre_other-1 <= 9.7627 and Perc_genre_musical-1 <= 3.3986 and Perc_genre_adventure-1 > 8.3916 and Perc_genre_war-1 <= 16.52175 [Confidence: 511.89%; impurity: 0.31%]\n\n\n22.33333: (data 0.00% / prediction 0.94%) Days_since_registration-1 > 37\n    \u00b7 66.67%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 <= 16.21833 and Avg_ev_per_day_registered-1 > 0.46775 and Perc_genre_comedy-2 <= 15.1923 and Perc_device_smartphone-3 > 12.406 [Error: 4.73903]\n\n    \u00b7 33.33%: Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 <= 1927 and Avg_duration-1 <= 70.05508 and Perc_device_smartphone-1 <= 40.01975 and Perc_device_tablet-2 <= 18.34735 and Perc_genre_adventure-2 > 16.98565 [Error: 7.76331]\n\n\n22.5: (data 0.00% / prediction 0.42%) Days_since_registration-1 > 37\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 <= 6.27455 and Perc_genre_adventure-2 <= 58.57145 and Perc_device_smartphone-1 > 19.8489 and Total_duration-1 <= 2045 and Perc_device_tv-1 <= 38.5856 and Avg_days_btw_events-2 > 1.04185 [Error: 5.26764]\n\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and Avg_ev_per_day_registered-2 <= 0.66075 and Perc_device_tv-1 > 34.20373 and Perc_device_smartphone-3 > 10.55555 and Perc_genre_musical-2 <= 12.549 and Perc_device_notebook-2 <= 14.83515 and Perc_genre_action-1 <= 33.97435 and Perc_genre_war-2 <= 2.7778 [Error: 5.26764]\n\n\n22.75: (data 0.00% / prediction 0.84%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 <= 1927 and Avg_duration-1 <= 70.05508 and Perc_device_smartphone-1 <= 40.01975 and Perc_device_tablet-2 > 18.34735 and Perc_genre_other-1 <= 9.7627 and Perc_genre_musical-1 > 3.3986 and Avg_duration-2 > 47.0506 and Perc_genre_action-2 <= 34.0909 and Perc_genre_adventure-2 <= 21.13095 and Perc_genre_horror-2 > 3.9352 [Confidence: 315.66%; impurity: 0.34%]\n\n\n23: (data 0.00% / prediction 0.73%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022\n    \u00b7 57.14%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and Avg_ev_per_day_registered-2 <= 0.66075 and Perc_device_tv-1 > 34.20373 and Perc_device_smartphone-3 > 10.55555 and Perc_genre_musical-2 <= 12.549 and Perc_device_notebook-2 > 14.83515 [Error: 8.13609]\n\n    \u00b7 42.86%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 63 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and Avg_ev_per_day_registered-2 > 0.66075 and Days_since_last_event-2 <= 3 and Perc_genre_action-3 <= 8.57145 [Error: 18.32442]\n\n\n23.2: (data 0.00% / prediction 1.05%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and Perc_device_tv-1 <= 22.84667 and Perc_genre_scifi-1 > 4.6537 and Avg_duration-2 <= 66.7702 and Num_genres-1 > 5 [Confidence: 342.34%; impurity: 0.38%]\n\n\n23.28571: (data 0.00% / prediction 0.73%) Days_since_registration-1 > 37 and 5 < Total_events-3 <= 13  and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and 39.99915 < Avg_duration-1 <= 60.77022  and 36.07354 < Perc_device_tv-1 <= 48.33335  and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Perc_genre_other-3 <= 30.14705 and Most_used_device-2 = TV [Confidence: 399.75%; impurity: 0.37%]\n\n\n23.375: (data 0.00% / prediction 0.84%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 <= 52 and Perc_genre_drama-1 <= 3.85185 and Avg_duration-2 > 57.15835 and Perc_device_tablet-1 > 28.47225 [Confidence: 779.13%; impurity: 0.42%]\n\n\n23.66667: (data 0.00% / prediction 0.31%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and Avg_ev_per_day_registered-2 <= 0.66075 and Perc_device_tv-1 > 34.20373 and Perc_device_smartphone-3 > 10.55555 and Perc_genre_musical-2 <= 12.549 and Perc_device_notebook-2 <= 14.83515 and Perc_genre_action-1 > 33.97435 [Confidence: 1552.66%; impurity: 0.33%]\n\n\n23.75: (data 0.00% / prediction 0.42%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 <= 6.27455 and Perc_genre_adventure-2 <= 58.57145 and Perc_device_smartphone-1 <= 19.8489 and Perc_device_notebook-1 > 6.78165 and Perc_genre_horror-2 <= 13.0252 and Num_genres-2 <= 8 and Perc_device_tablet-2 <= 59.0278 and Perc_genre_musical-1 > 7.84615 [Confidence: 610.21%; impurity: 0.31%]\n\n\n23.875: (data 0.00% / prediction 0.84%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 <= 1927 and 47.47655 < Avg_duration-1 <= 70.05508  and Perc_device_smartphone-1 <= 40.01975 and Perc_device_tablet-2 > 18.34735 and Perc_genre_other-1 > 9.7627 and Avg_duration-3 <= 55.91665 and Avg_ev_per_day_registered-3 <= 0.225 and Perc_genre_adventure-2 > 12.77175 and Avg_ev_per_day_registered-2 <= 0.958 [Confidence: 394.99%; impurity: 0.39%]\n\n\n24: (data 0.00% / prediction 1.68%) Days_since_registration-1 > 37 and Total_events-3 > 5\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 39.99915 and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Most_viewed_genre-1 != Comedy and Perc_genre_adventure-1 > 10.64425 [Error: 4.3451]\n\n    \u00b7 37.50%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 <= 52 and Perc_genre_drama-1 > 3.85185 and Total_duration-3 <= 649 and Perc_genre_action-3 > 14.83515 and Perc_device_tablet-1 <= 32.03815 and Avg_days_btw_events-3 <= 1.7779 and Perc_genre_musical-2 > 5.05055 [Error: 4.45154]\n\n    \u00b7 12.50%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 <= 52 and Perc_genre_drama-1 > 3.85185 and Total_duration-3 > 874 and Perc_device_tv-3 <= 32.29165 [Error: 10.53528]\n\n\n24.2: (data 0.00% / prediction 0.52%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 <= 14.83515 and Avg_ev_per_day_registered-1 <= 0.46775 [Confidence: 873.17%; impurity: 0.36%]\n\n\n24.25: (data 0.00% / prediction 0.42%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 <= 52 and Perc_genre_drama-1 > 3.85185 and Total_duration-3 > 649 and Perc_device_tv-3 > 32.29165 and Avg_duration-1 > 38.7817 and Perc_device_notebook-2 <= 14.8182 and Perc_genre_war-1 > 13.38235 [Confidence: 389.49%; impurity: 0.31%]\n\n\n24.33333: (data 0.00% / prediction 0.31%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 <= 6.27455 and Perc_genre_adventure-2 <= 58.57145 and Perc_device_smartphone-1 <= 19.8489 and Perc_device_notebook-1 <= 6.78165 and Perc_genre_scifi-1 <= 5.6061 [Confidence: 1279.01%; impurity: 0.33%]\n\n\n24.5: (data 0.00% / prediction 0.63%) Days_since_registration-1 > 37 and Total_events-3 > 5 and 52 < Days_since_registration-2 <= 77  and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and 0.55355 < Avg_ev_per_day_registered-2 <= 0.66075  and Perc_device_tv-1 <= 34.20373 [Confidence: 433.88%; impurity: 0.33%]\n\n\n24.66667: (data 0.00% / prediction 1.26%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and Avg_ev_per_day_registered-2 <= 0.66075 and Perc_device_tv-1 > 34.20373 and Perc_device_smartphone-3 <= 10.55555 [Error: 10.0858]\n\n    \u00b7 25.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and 11.17375 < Perc_device_tablet-3 <= 21.1111  and Avg_duration-1 <= 60.77022 and 22.84667 < Perc_device_tv-1 <= 36.07354  and Perc_device_smartphone-2 > 5.8955 and Perc_genre_drama-1 > 7.27515 and Perc_genre_drama-2 > 4.08335 [Error: 7.76331]\n\n    \u00b7 25.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and Avg_ev_per_day_registered-2 > 0.66075 and Days_since_last_event-2 > 3 [Error: 7.76331]\n\n\n25: (data 0.00% / prediction 0.84%) Days_since_registration-1 > 37\n    \u00b7 87.50%: Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 <= 1927 and Avg_duration-1 <= 70.05508 and Perc_device_smartphone-1 <= 40.01975 and Perc_device_tablet-2 > 18.34735 and Perc_genre_other-1 <= 9.7627 and Perc_genre_musical-1 <= 3.3986 and Perc_genre_adventure-1 > 8.3916 and Perc_genre_war-1 > 16.52175 [Error: 3.34456]\n\n    \u00b7 12.50%: Days_since_registration-1 > 37 and Total_events-3 > 13 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and 39.99915 < Avg_duration-1 <= 60.77022  and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Perc_genre_other-3 <= 30.14705 and Perc_device_smartphone-2 <= 29.10924 and Perc_device_tv-3 <= 44.48501 and Avg_days_btw_events-3 > 1.27143 and Perc_device_tv-2 > 67.94875 [Error: 4.63534]\n\n\n25.83333: (data 0.00% / prediction 0.63%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 <= 6.27455 and Perc_genre_adventure-2 <= 58.57145 and Perc_device_smartphone-1 <= 19.8489 and 6.78165 < Perc_device_notebook-1 <= 9.8901  and Perc_genre_horror-2 <= 13.0252 and Num_genres-2 <= 8 and Perc_device_tablet-2 <= 59.0278 and Perc_genre_musical-1 <= 7.84615 [Confidence: 236.95%; impurity: 0.31%]\n\n\n26: (data 0.00% / prediction 0.21%) \n    \u00b7 50.00%: 30 < Days_since_registration-1 <= 37  and Perc_genre_scifi-1 <= 7.85715 and Perc_genre_musical-1 > 14.25 [Error: 9.12255]\n\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 63 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and Avg_ev_per_day_registered-2 > 0.66075 and Days_since_last_event-2 <= 3 and Perc_genre_action-3 > 8.57145 and Perc_genre_action-2 > 40.92105 [Error: 6.42403]\n\n\n26.4: (data 0.00% / prediction 0.52%) 30 < Days_since_registration-1 <= 37  and 7.85715 < Perc_genre_scifi-1 <= 11.3695  and Avg_days_btw_events-2 <= 30.27805 [Confidence: 880.18%; impurity: 0.32%]\n\n\n26.5: (data 0.00% / prediction 0.42%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 <= 11.17375 and Perc_genre_musical-3 <= 8.0128 and Avg_days_btw_events-2 <= 1.39805 [Error: 26.3382]\n\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and 22.84667 < Perc_device_tv-1 <= 36.07354  and Perc_device_smartphone-2 <= 5.8955 and Total_duration-1 <= 1031 [Error: 5.26764]\n\n\n26.75: (data 0.00% / prediction 0.42%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 > 6.27455 and Perc_device_tablet-1 <= 27.46155 and Perc_genre_war-2 > 14.58335 and Perc_genre_action-2 > 11.25 [Confidence: 694.75%; impurity: 0.38%]\n\n\n27: (data 0.00% / prediction 0.73%) Days_since_registration-1 > 37\n    \u00b7 42.86%: Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 <= 1927 and Avg_duration-1 <= 70.05508 and Perc_device_smartphone-1 <= 40.01975 and Perc_device_tablet-2 > 18.34735 and Perc_genre_other-1 <= 9.7627 and Perc_genre_musical-1 > 3.3986 and Avg_duration-2 > 47.0506 and Perc_genre_action-2 <= 34.0909 and Perc_genre_adventure-2 <= 21.13095 and Perc_genre_horror-2 <= 3.9352 [Error: 10.16456]\n\n    \u00b7 42.86%: Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 <= 1927 and Avg_duration-1 <= 70.05508 and Perc_device_smartphone-1 <= 40.01975 and Perc_device_tablet-2 > 18.34735 and Perc_genre_other-1 > 9.7627 and Avg_duration-3 <= 55.91665 and Avg_ev_per_day_registered-3 > 0.225 and Avg_ev_per_day_registered-2 <= 0.7143 [Error: 8.80277]\n\n    \u00b7 14.29%: Days_since_registration-1 > 37 and Total_events-3 > 13 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and 39.99915 < Avg_duration-1 <= 60.77022  and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Perc_genre_other-3 <= 30.14705 and Perc_device_smartphone-2 > 29.10924 and Perc_genre_drama-2 > 14.58335 [Error: 5.73712]\n\n\n27.5: (data 0.00% / prediction 0.42%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 <= 1927 and 47.47655 < Avg_duration-1 <= 70.05508  and Perc_device_smartphone-1 <= 40.01975 and Perc_device_tablet-2 > 18.34735 and Perc_genre_other-1 > 9.7627 and Avg_duration-3 <= 55.91665 and Avg_ev_per_day_registered-3 <= 0.225 and Perc_genre_adventure-2 > 12.77175 and Avg_ev_per_day_registered-2 > 0.958 [Confidence: 704.61%; impurity: 0.31%]\n\n\n27.73333: (data 0.00% / prediction 1.57%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 <= 6.27455 and Perc_genre_adventure-2 <= 58.57145 and Perc_device_smartphone-1 <= 19.8489 and Perc_device_notebook-1 > 9.8901 and Perc_genre_horror-2 <= 13.0252 and Num_genres-2 <= 8 and Perc_device_tablet-2 <= 59.0278 and Perc_genre_musical-1 <= 7.84615 [Confidence: 243.20%; impurity: 0.36%]\n\n\n28: (data 0.00% / prediction 0.21%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and Avg_ev_per_day_registered-2 <= 0.66075 and Perc_device_tv-1 > 34.20373 and Perc_device_smartphone-3 > 10.55555 and Perc_genre_musical-2 > 12.549 [Confidence: 2107.06%; impurity: 0.25%]\n\n\n28.75: (data 0.00% / prediction 0.42%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 <= 6.27455 and Perc_genre_adventure-2 <= 58.57145 and Perc_device_smartphone-1 > 19.8489 and Total_duration-1 <= 2045 and Perc_device_tv-1 > 38.5856 and Perc_genre_other-1 <= 5.2668 [Confidence: 902.03%; impurity: 0.31%]\n\n\n29: (data 0.00% / prediction 1.57%) \n    \u00b7 60.00%: Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 <= 6.27455 and Perc_genre_adventure-2 <= 58.57145 and Perc_device_smartphone-1 > 19.8489 and Total_duration-1 <= 2045 and Perc_device_tv-1 <= 38.5856 and Avg_days_btw_events-2 <= 1.04185 [Error: 4.4419]\n\n    \u00b7 13.33%: 21 < Days_since_registration-1 <= 30  and Avg_duration-1 > 38.59925 and Perc_genre_other-1 > 18.9949 and Perc_device_tablet-1 > 30.67715 [Error: 10.53528]\n\n    \u00b7 13.33%: 30 < Days_since_registration-1 <= 37  and 7.85715 < Perc_genre_scifi-1 <= 11.3695  and Avg_days_btw_events-2 > 30.27805 and Perc_genre_comedy-1 <= 17.8307 [Error: 10.53528]\n\n    \u00b7 6.67%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and Perc_device_tv-1 <= 22.84667 and Perc_genre_scifi-1 > 4.6537 and Avg_duration-2 <= 66.7702 and Num_genres-1 <= 5 [Error: 5.16321]\n\n    \u00b7 6.67%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and 39.99915 < Avg_duration-1 <= 60.77022  and Perc_device_tv-1 > 36.07354 and Perc_device_tablet-1 > 16.21833 and Perc_genre_action-3 > 14.91501 and Perc_genre_other-3 > 30.14705 [Error: 5.00915]\n\n\n29.25: (data 0.00% / prediction 0.84%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 <= 1927 and Avg_duration-1 <= 70.05508 and Perc_device_smartphone-1 <= 40.01975 and Perc_device_tablet-2 <= 18.34735 and Perc_genre_adventure-2 <= 16.98565 [Confidence: 913.16%; impurity: 0.42%]\n\n\n29.4: (data 0.00% / prediction 0.52%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 <= 1927 and Avg_duration-1 <= 47.47655 and Perc_device_smartphone-1 <= 40.01975 and Perc_device_tablet-2 > 18.34735 and Perc_genre_other-1 > 9.7627 and Avg_duration-3 <= 55.91665 and Avg_ev_per_day_registered-3 <= 0.225 [Confidence: 1152.43%; impurity: 0.32%]\n\n\n29.5: (data 0.00% / prediction 1.05%) Days_since_registration-1 > 37 and Total_events-3 > 5\n    \u00b7 60.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 <= 52 and Perc_genre_drama-1 <= 3.85185 and Avg_duration-2 > 57.15835 and Perc_device_tablet-1 <= 28.47225 [Error: 2.63357]\n\n    \u00b7 20.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 <= 52 and Perc_genre_drama-1 <= 3.85185 and Avg_duration-2 <= 57.15835 and Avg_days_btw_events-1 <= 1.2138 [Error: 5.26764]\n\n    \u00b7 20.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and Perc_device_tv-1 > 36.07354 and 14.83515 < Perc_device_tablet-1 <= 16.21833  and Avg_ev_per_day_registered-1 <= 0.46775 [Error: 5.26764]\n\n\n30.25: (data 0.00% / prediction 0.42%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 > 6.27455 and Perc_device_tablet-1 > 27.46155 and Avg_ev_per_day_registered-1 > 1.01615 [Confidence: 2237.43%; impurity: 0.38%]\n\n\n30.33333: (data 0.00% / prediction 0.63%) Days_since_registration-1 > 37 and Total_events-3 > 5\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 <= 52 and Perc_genre_drama-1 > 3.85185 and 649 < Total_duration-3 <= 874  and Perc_device_tv-3 <= 32.29165 [Error: 11.73702]\n\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and 52 < Days_since_registration-2 <= 77  and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 > 60.77022 and Avg_ev_per_day_registered-2 <= 0.55355 and Perc_device_tv-1 <= 34.20373 [Error: 10.57961]\n\n\n30.5: (data 0.00% / prediction 0.21%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 <= 1927 and Avg_duration-1 <= 70.05508 and Perc_device_smartphone-1 <= 40.01975 and Perc_device_tablet-2 > 18.34735 and Perc_genre_other-1 <= 9.7627 and Perc_genre_musical-1 <= 3.3986 and Perc_genre_adventure-1 <= 8.3916 [Confidence: 2633.82%; impurity: 0.25%]\n\n\n32: (data 0.00% / prediction 0.42%) \n    \u00b7 50.00%: 21 < Days_since_registration-1 <= 30  and Avg_duration-1 > 38.59925 and Perc_genre_other-1 <= 18.9949 and Perc_device_notebook-1 <= 6.9048 and Perc_device_smartphone-1 > 31.22295 [Error: 21.07056]\n\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 <= 11.17375 and Perc_genre_musical-3 > 8.0128 [Error: 42.14112]\n\n\n32.2: (data 0.00% / prediction 0.52%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 > 1927 [Confidence: 940.96%; impurity: 0.28%]\n\n\n32.25: (data 0.00% / prediction 0.42%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 <= 1927 and Avg_duration-1 > 70.05508 [Confidence: 1860.51%; impurity: 0.38%]\n\n\n32.66667: (data 0.00% / prediction 0.31%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 > 6.27455 and Perc_device_tablet-1 > 27.46155 and Avg_ev_per_day_registered-1 <= 1.01615 and Perc_device_notebook-1 <= 6.79725 and Perc_genre_horror-2 <= 7.7381 [Confidence: 776.33%; impurity: 0.33%]\n\n\n32.71429: (data 0.00% / prediction 0.73%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 <= 6.27455 and Perc_genre_adventure-2 <= 58.57145 and Perc_device_smartphone-1 > 19.8489 and Total_duration-1 <= 2045 and Perc_device_tv-1 > 38.5856 and Perc_genre_other-1 > 5.2668 [Confidence: 521.21%; impurity: 0.35%]\n\n\n33: (data 0.00% / prediction 0.73%) 30 < Days_since_registration-1 <= 37  and Perc_genre_scifi-1 > 11.3695 and Perc_genre_horror-1 > 4.0015 [Confidence: 915.94%; impurity: 0.43%]\n\n\n33.66667: (data 0.00% / prediction 0.63%) Days_since_registration-1 > 37 and Total_events-3 <= 5\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 > 6.27455 and Perc_device_tablet-1 <= 27.46155 and Perc_genre_war-2 <= 14.58335 [Error: 27.99102]\n\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 <= 1927 and Avg_duration-1 <= 70.05508 and Perc_device_smartphone-1 <= 40.01975 and Perc_device_tablet-2 > 18.34735 and Perc_genre_other-1 > 9.7627 and Avg_duration-3 <= 55.91665 and Avg_ev_per_day_registered-3 > 0.225 and Avg_ev_per_day_registered-2 > 0.7143 [Error: 7.76331]\n\n\n34: (data 0.00% / prediction 0.10%) 30 < Days_since_registration-1 <= 37  and Perc_genre_scifi-1 <= 7.85715 and Perc_genre_musical-1 <= 14.25 and Perc_genre_scifi-2 <= 66.66665 and Avg_duration-2 <= 43.5625 and Total_duration-1 <= 2144 and Most_viewed_genre-1 = Comedy [Confidence: 493.00%]\n\n\n34.33333: (data 0.00% / prediction 0.31%) 30 < Days_since_registration-1 <= 37  and 7.85715 < Perc_genre_scifi-1 <= 11.3695  and Avg_days_btw_events-2 > 30.27805 and Perc_genre_comedy-1 > 17.8307 [Confidence: 586.85%; impurity: 0.22%]\n\n\n34.66667: (data 0.00% / prediction 0.31%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 <= 6.27455 and Perc_genre_adventure-2 <= 58.57145 and Perc_device_smartphone-1 <= 19.8489 and Perc_device_notebook-1 > 6.78165 and Perc_genre_horror-2 > 13.0252 [Confidence: 1057.96%; impurity: 0.33%]\n\n\n35: (data 0.00% / prediction 0.94%) \n    \u00b7 44.44%: 30 < Days_since_registration-1 <= 37  and Perc_genre_scifi-1 <= 7.85715 and Perc_genre_musical-1 <= 14.25 and Perc_genre_scifi-2 <= 66.66665 and Avg_duration-2 <= 43.5625 and Total_duration-1 > 2144 [Error: 5.75309]\n\n    \u00b7 33.33%: 21 < Days_since_registration-1 <= 30  and Avg_duration-1 > 38.59925 and Perc_genre_other-1 > 18.9949 and Perc_device_tablet-1 <= 30.67715 [Error: 8.80277]\n\n    \u00b7 22.22%: Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 > 21 and Total_duration-1 <= 1927 and Avg_duration-1 <= 70.05508 and Perc_device_smartphone-1 > 40.01975 [Error: 31.60584]\n\n\n35.75: (data 0.00% / prediction 0.42%) 27 < Days_since_registration-1 <= 30  and Avg_duration-1 > 38.59925 and Perc_genre_other-1 <= 18.9949 and Perc_device_notebook-1 <= 6.9048 and Perc_device_smartphone-1 <= 31.22295 [Confidence: 610.21%; impurity: 0.31%]\n\n\n35.83333: (data 0.00% / prediction 0.63%) 21 < Days_since_registration-1 <= 30  and 38.59925 < Avg_duration-1 <= 51.70695  and Perc_genre_other-1 <= 18.9949 and Perc_device_notebook-1 > 8.4985 [Confidence: 1311.76%; impurity: 0.36%]\n\n\n36: (data 0.00% / prediction 0.31%) \n    \u00b7 66.67%: Days_since_registration-1 <= 14 and Avg_min_per_day_registered-1 > 42.28968 and Total_events-1 > 10 and Perc_device_notebook-1 > 22.9021 [Error: 63.21167]\n\n    \u00b7 33.33%: Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 <= 6.27455 and Perc_genre_adventure-2 <= 58.57145 and Perc_device_smartphone-1 <= 19.8489 and Perc_device_notebook-1 > 6.78165 and Perc_genre_horror-2 <= 13.0252 and Num_genres-2 > 8 [Error: 5.19289]\n\n\n36.5: (data 0.00% / prediction 0.42%) \n    \u00b7 50.00%: 14 < Days_since_registration-1 <= 21  and Avg_min_per_day_registered-1 > 42.28968 and Avg_duration-1 > 50.15895 and Perc_device_notebook-1 <= 11.1724 and Perc_device_tv-1 <= 32.82495 [Error: 26.3382]\n\n    \u00b7 50.00%: Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 > 6.27455 and Perc_device_tablet-1 > 27.46155 and Avg_ev_per_day_registered-1 <= 1.01615 and Perc_device_notebook-1 <= 6.79725 and Perc_genre_horror-2 > 7.7381 [Error: 5.26764]\n\n\n36.75: (data 0.00% / prediction 0.42%) 14 < Days_since_registration-1 <= 21  and Avg_min_per_day_registered-1 > 42.28968 and 49.22338 < Avg_duration-1 <= 50.15895  [Confidence: 1769.33%; impurity: 0.38%]\n\n\n37: (data 0.00% / prediction 0.31%) 21 < Days_since_registration-1 <= 30  and Avg_duration-1 > 51.70695 and Perc_genre_other-1 <= 18.9949 and Perc_device_notebook-1 > 8.4985 and Perc_genre_adventure-1 <= 13.48485 and Avg_days_btw_events-1 <= 0.6545 [Confidence: 880.28%; impurity: 0.22%]\n\n\n37.25: (data 0.00% / prediction 0.42%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 > 6.27455 and Perc_device_tablet-1 > 27.46155 and Avg_ev_per_day_registered-1 <= 1.01615 and Perc_device_notebook-1 > 6.79725 and Perc_genre_other-2 > 12.14285 [Confidence: 610.21%; impurity: 0.31%]\n\n\n37.66667: (data 0.00% / prediction 0.31%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 <= 6.27455 and Perc_genre_adventure-2 <= 58.57145 and Perc_device_smartphone-1 > 19.8489 and Total_duration-1 > 2045 [Confidence: 1279.01%; impurity: 0.33%]\n\n\n38.28571: (data 0.00% / prediction 0.73%) 21 < Days_since_registration-1 <= 27  and Avg_duration-1 > 38.59925 and Perc_genre_other-1 <= 18.9949 and Perc_device_notebook-1 <= 6.9048 and Perc_device_smartphone-1 <= 31.22295 and Num_genres-1 > 8 [Confidence: 547.38%; impurity: 0.31%]\n\n\n38.6: (data 0.00% / prediction 0.52%) 30 < Days_since_registration-1 <= 37  and Perc_genre_scifi-1 > 11.3695 and Perc_genre_horror-1 <= 4.0015 [Confidence: 399.83%; impurity: 0.36%]\n\n\n39: (data 0.00% / prediction 0.94%) 30 < Days_since_registration-1 <= 37  and Perc_genre_scifi-1 <= 7.85715 and Perc_genre_musical-1 <= 14.25 and Perc_genre_scifi-2 <= 66.66665 and Avg_duration-2 <= 43.5625 and Total_duration-1 <= 2144 and Most_viewed_genre-1 != Comedy [Confidence: 339.26%; impurity: 0.37%]\n\n\n39.5: (data 0.00% / prediction 0.21%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 <= 6.27455 and Perc_genre_adventure-2 > 58.57145 [Confidence: 3687.35%; impurity: 0.25%]\n\n\n40: (data 0.00% / prediction 0.21%) Days_since_registration-1 <= 14 and Avg_min_per_day_registered-1 > 42.28968 and Total_events-1 > 10 and Perc_device_notebook-1 <= 22.9021 and Avg_days_btw_events-1 > 0.64925 and Perc_genre_scifi-1 <= 6.78735 [Confidence: 1053.53%; impurity: 0.25%]\n\n\n40.42857: (data 0.00% / prediction 0.73%) 21 < Days_since_registration-1 <= 30  and Avg_duration-1 > 51.70695 and Perc_genre_other-1 <= 18.9949 and Perc_device_notebook-1 > 8.4985 and Perc_genre_adventure-1 <= 13.48485 and 0.6545 < Avg_days_btw_events-1 <= 0.8371  [Confidence: 404.72%; impurity: 0.37%]\n\n\n41.25: (data 0.00% / prediction 0.42%) 21 < Days_since_registration-1 <= 27  and Avg_duration-1 > 38.59925 and Perc_genre_other-1 <= 18.9949 and Perc_device_notebook-1 <= 6.9048 and Perc_device_smartphone-1 <= 31.22295 and Num_genres-1 <= 8 [Confidence: 389.49%; impurity: 0.31%]\n\n\n41.8: (data 0.00% / prediction 0.52%) 30 < Days_since_registration-1 <= 37  and Perc_genre_scifi-1 <= 7.85715 and Perc_genre_musical-1 <= 14.25 and Perc_genre_scifi-2 <= 66.66665 and Avg_duration-2 > 43.5625 [Confidence: 1367.18%; impurity: 0.40%]\n\n\n41.83333: (data 0.00% / prediction 0.63%) 14 < Days_since_registration-1 <= 21  and Avg_min_per_day_registered-1 > 42.28968 and Avg_duration-1 > 50.15895 and Perc_device_notebook-1 <= 11.1724 and Perc_device_tv-1 > 32.82495 and Perc_genre_musical-1 <= 3.77495 [Confidence: 1610.16%; impurity: 0.42%]\n\n\n43.33333: (data 0.00% / prediction 0.31%) 0 < Days_since_registration-1 <= 21  and Avg_min_per_day_registered-1 <= 42.28968 and Perc_device_tablet-1 > 10 [Confidence: 2115.92%; impurity: 0.33%]\n\n\n43.6: (data 0.00% / prediction 0.52%) Days_since_registration-1 > 37 and Total_events-3 <= 5 and Days_since_registration-2 <= 21 and Perc_genre_drama-2 > 6.27455 and Perc_device_tablet-1 > 27.46155 and Avg_ev_per_day_registered-1 <= 1.01615 and Perc_device_notebook-1 > 6.79725 and Perc_genre_other-2 <= 12.14285 [Confidence: 768.29%; impurity: 0.36%]\n\n\n43.84746: (data 0.00% / prediction 6.19%) Days_since_registration-1 <= 0 and Avg_min_per_day_registered-1 <= 42.28968 [Confidence: 3917.23%; impurity: 0.47%]\n\n\n44: (data 0.00% / prediction 0.31%) 21 < Days_since_registration-1 <= 30  and Avg_duration-1 > 38.59925 and Perc_genre_other-1 <= 18.9949 and 6.9048 < Perc_device_notebook-1 <= 7.23  [Confidence: 1016.46%; impurity: 0.33%]\n\n\n44.33333: (data 0.00% / prediction 0.31%) 21 < Days_since_registration-1 <= 30  and Avg_duration-1 > 51.70695 and Perc_genre_other-1 <= 18.9949 and Perc_device_notebook-1 > 8.4985 and Perc_genre_adventure-1 <= 13.48485 and Avg_days_btw_events-1 > 0.8371 [Confidence: 586.85%; impurity: 0.22%]\n\n\n44.5: (data 0.00% / prediction 0.42%) 14 < Days_since_registration-1 <= 21  and Avg_min_per_day_registered-1 > 42.28968 and Avg_duration-1 > 50.15895 and Perc_device_notebook-1 <= 11.1724 and Perc_device_tv-1 > 32.82495 and Perc_genre_musical-1 > 3.77495 and Perc_device_tablet-1 > 35 [Confidence: 968.39%; impurity: 0.31%]\n\n\n45.57143: (data 0.00% / prediction 0.73%) 21 < Days_since_registration-1 <= 30  and Avg_duration-1 > 51.70695 and Perc_genre_other-1 <= 18.9949 and Perc_device_notebook-1 > 8.4985 and Perc_genre_adventure-1 > 13.48485 [Confidence: 850.35%; impurity: 0.41%]\n\n\n46.4: (data 0.00% / prediction 0.52%) 14 < Days_since_registration-1 <= 21  and Avg_min_per_day_registered-1 > 42.28968 and Avg_duration-1 <= 49.22338 and Perc_device_tv-1 <= 45.42855 and Perc_device_smartphone-1 > 20.3297 [Confidence: 313.65%; impurity: 0.28%]\n\n\n48.83333: (data 0.00% / prediction 0.63%) 14 < Days_since_registration-1 <= 21  and Avg_min_per_day_registered-1 > 42.28968 and Avg_duration-1 > 50.15895 and Perc_device_notebook-1 <= 11.1724 and Perc_device_tv-1 > 32.82495 and Perc_genre_musical-1 > 3.77495 and Perc_device_tablet-1 <= 35 [Confidence: 854.34%; impurity: 0.39%]\n\n\n49: (data 0.00% / prediction 0.10%) 30 < Days_since_registration-1 <= 37  and Perc_genre_scifi-1 <= 7.85715 and Perc_genre_musical-1 <= 14.25 and Perc_genre_scifi-2 > 66.66665 [Confidence: 766.96%]\n\n\n49.33333: (data 0.00% / prediction 0.31%) Days_since_registration-1 <= 14 and Avg_min_per_day_registered-1 > 42.28968 and Total_events-1 > 10 and Perc_device_notebook-1 <= 2.38095 and Avg_days_btw_events-1 <= 0.64925 and Perc_device_tablet-1 <= 32.05125 [Confidence: 1173.70%; impurity: 0.22%]\n\n\n51.5: (data 0.00% / prediction 0.21%) Days_since_registration-1 <= 14 and Avg_min_per_day_registered-1 > 42.28968 and Total_events-1 > 10 and 2.38095 < Perc_device_notebook-1 <= 22.9021  and Avg_days_btw_events-1 <= 0.64925 and Perc_genre_war-1 <= 5.5728 [Confidence: 2633.82%; impurity: 0.25%]\n\n\n51.85714: (data 0.00% / prediction 0.73%) 14 < Days_since_registration-1 <= 21  and Avg_min_per_day_registered-1 > 42.28968 and Avg_duration-1 > 50.15895 and Perc_device_notebook-1 > 11.1724 [Confidence: 1413.33%; impurity: 0.43%]\n\n\n52.4: (data 0.00% / prediction 0.52%) 14 < Days_since_registration-1 <= 21  and Avg_min_per_day_registered-1 > 42.28968 and Avg_duration-1 <= 49.22338 and Perc_device_tv-1 <= 45.42855 and Perc_device_smartphone-1 <= 20.3297 [Confidence: 979.38%; impurity: 0.36%]\n\n\n53.5: (data 0.00% / prediction 0.21%) 21 < Days_since_registration-1 <= 30  and Avg_duration-1 > 38.59925 and Perc_genre_other-1 <= 18.9949 and 7.23 < Perc_device_notebook-1 <= 8.4985  [Confidence: 526.76%; impurity: 0.25%]\n\n\n54.4: (data 0.00% / prediction 0.52%) Days_since_registration-1 <= 14 and Avg_min_per_day_registered-1 > 42.28968 and Total_events-1 > 10 and Perc_device_notebook-1 <= 22.9021 and Avg_days_btw_events-1 > 0.64925 and Perc_genre_scifi-1 > 6.78735 [Confidence: 1229.86%; impurity: 0.36%]\n\n\n55: (data 0.00% / prediction 0.84%) Days_since_registration-1 <= 14 and Avg_min_per_day_registered-1 > 42.28968 and Total_events-1 > 10 and 6.69645 < Perc_device_notebook-1 <= 22.9021  and Avg_days_btw_events-1 <= 0.64925 and Perc_genre_war-1 > 5.5728 and Perc_genre_comedy-1 > 9.38415 and Total_duration-1 <= 1012 [Confidence: 458.01%; impurity: 0.39%]\n\n\n55.66667: (data 0.00% / prediction 0.31%) Days_since_registration-1 <= 14 and Avg_min_per_day_registered-1 > 42.28968 and Total_events-1 > 10 and 6.69645 < Perc_device_notebook-1 <= 14.71295  and Avg_days_btw_events-1 <= 0.64925 and Perc_genre_war-1 > 5.5728 and Perc_genre_comedy-1 > 9.38415 and Total_duration-1 > 1012 and Perc_device_smartphone-1 <= 20.3812 [Confidence: 293.43%; impurity: 0.22%]\n\n\n56.5: (data 0.00% / prediction 0.63%) Days_since_registration-1 <= 21\n    \u00b7 66.67%: Days_since_registration-1 <= 14 and Avg_min_per_day_registered-1 > 42.28968 and Total_events-1 > 10 and Perc_device_notebook-1 <= 2.38095 and Avg_days_btw_events-1 <= 0.64925 and Perc_device_tablet-1 > 32.05125 [Error: 7.04606]\n\n    \u00b7 33.33%: 0 < Days_since_registration-1 <= 21  and Avg_min_per_day_registered-1 <= 42.28968 and Perc_device_tablet-1 <= 10 [Error: 5.26764]\n\n\n58: (data 0.63% / prediction 0.10%) 21 < Days_since_registration-1 <= 30  and Avg_duration-1 <= 38.59925 [Confidence: 894.58%]\n\n\n59: (data 0.00% / prediction 0.52%) Days_since_registration-1 <= 14 and Avg_min_per_day_registered-1 > 42.28968\n    \u00b7 60.00%: Days_since_registration-1 <= 14 and Avg_min_per_day_registered-1 > 42.28968 and Total_events-1 > 10 and 6.69645 < Perc_device_notebook-1 <= 14.71295  and Avg_days_btw_events-1 <= 0.64925 and Perc_genre_war-1 > 5.5728 and Perc_genre_comedy-1 > 9.38415 and Total_duration-1 > 1012 and Perc_device_smartphone-1 > 20.3812 [Error: 5.08228]\n\n    \u00b7 40.00%: Days_since_registration-1 <= 14 and Avg_min_per_day_registered-1 > 42.28968 and Total_events-1 <= 10 and Perc_device_tablet-1 <= 8.33335 [Error: 21.07056]\n\n\n59.66667: (data 0.00% / prediction 0.31%) 14 < Days_since_registration-1 <= 21  and Avg_min_per_day_registered-1 > 42.28968 and Avg_duration-1 <= 49.22338 and Perc_device_tv-1 > 45.42855 [Confidence: 1784.84%; impurity: 0.33%]\n\n\n61: (data 0.00% / prediction 0.21%) Days_since_registration-1 <= 14 and Avg_min_per_day_registered-1 > 42.28968 and Total_events-1 > 10 and 14.71295 < Perc_device_notebook-1 <= 22.9021  and Avg_days_btw_events-1 <= 0.64925 and Perc_genre_war-1 > 5.5728 and Perc_genre_comedy-1 > 9.38415 and Total_duration-1 > 1012 [Confidence: 455.14%]\n\n\n62.88889: (data 0.00% / prediction 0.94%) Days_since_registration-1 <= 14 and Avg_min_per_day_registered-1 > 42.28968 and Total_events-1 <= 10 and 8.33335 < Perc_device_tablet-1 <= 53.57145  [Confidence: 519.98%; impurity: 0.40%]\n\n\n63.33333: (data 0.00% / prediction 0.31%) Days_since_registration-1 <= 14 and Avg_min_per_day_registered-1 > 42.28968 and Total_events-1 > 10 and 2.38095 < Perc_device_notebook-1 <= 6.69645  and Avg_days_btw_events-1 <= 0.64925 and Perc_genre_war-1 > 5.5728 and Perc_genre_comedy-1 > 9.38415 [Confidence: 1279.01%; impurity: 0.33%]\n\n\n63.57143: (data 0.00% / prediction 0.73%) Days_since_registration-1 <= 14 and Avg_min_per_day_registered-1 > 42.28968 and Total_events-1 > 10 and 2.38095 < Perc_device_notebook-1 <= 22.9021  and Avg_days_btw_events-1 <= 0.64925 and Perc_genre_war-1 > 5.5728 and Perc_genre_comedy-1 <= 9.38415 [Confidence: 1001.37%; impurity: 0.37%]\n\n\n66.6: (data 0.00% / prediction 0.52%) Days_since_registration-1 <= 14 and Avg_min_per_day_registered-1 > 42.28968 and Total_events-1 <= 10 and Perc_device_tablet-1 > 53.57145 [Confidence: 807.31%; impurity: 0.36%]\n\n\n9.2: (data 0.00% / prediction 0.52%) Days_since_registration-1 > 37 and Total_events-3 > 5 and Days_since_registration-2 > 52 and Perc_device_tablet-3 > 11.17375 and Avg_duration-1 <= 60.77022 and 22.84667 < Perc_device_tv-1 <= 36.07354  and Perc_device_smartphone-2 > 5.8955 and Perc_genre_drama-1 <= 7.27515 and Perc_genre_action-3 <= 15.45885 and Perc_genre_action-1 > 15.58705 and Num_devices_used-1 > 3 and Perc_device_smartphone-3 <= 15.0376 [Confidence: 293.39%; impurity: 0.32%]\n</code></pre>"}