{"code": 200, "formatter": "summarize", "rules": "<pre><code class=\"summarize\">G-means Cluster (critical_value=5) with 7 centroids\n\nData distribution:\n    Global: 100% (11456 instances)\n    Cluster 0: 0.19% (22 instances)\n    Cluster 1: 1.57% (180 instances)\n    Cluster 2: 6.63% (759 instances)\n    Cluster 3: 35.75% (4096 instances)\n    Cluster 4: 28.38% (3251 instances)\n    Cluster 5: 5.44% (623 instances)\n    Cluster 6: 22.04% (2525 instances)\n\nCluster metrics:\n    total_ss (Total sum of squares): 2941.997350\n    within_ss (Total within-cluster sum of the sum of squares): 1054.049100\n    between_ss (Between sum of squares): 1887.948250\n    ratio_ss (Ratio of sum of squares): 0.641720\n\nCentroids:\n    Global: Year: 2016.16002, Car/Suv: ['commercial', 'hatchback', 'sedan', 'suv', 'tray', 'ute', 'ute / tray', 'wagon'], Title: ['2018', '4x4', 'toyota'], UsedOrNew: \"USED\", Transmission: \"Automatic\", Engine: 4.45382, DriveType: \"Front\", FuelType: \"Unleaded\", FuelConsumption L/100KM: 7.78237, Kilometres: 100412.54553, ColourExtInt: ['black', 'blue', 'grey', 'red', 'silver', 'white', 'white /', 'white / black'], Location: ['nsw', 'qld', 'vic', 'wa'], EngineCapacity: 4.45382, BodyType: \"SUV\", Doors: 4.02136, Seats: 5.1155, Price: 34560.69071\n    Cluster 0: Year: 2016.88889, Car/Suv: ['adelaide', 'bmw', 'convertible', 'coupe', 'luxury', 'motors', 'sedan', 'suv', 'sydney'], Title: ['2019', '2020', '2021', '2022', '2023', 'awd', 'bmw', 'land', 'luxury', 'mercedesbenz', 'mhev', 'porsche', 'range', 'rover', 'swb'], UsedOrNew: \"USED\", Transmission: \"Automatic\", Engine: 8.66667, DriveType: \"AWD\", FuelType: \"Premium\", FuelConsumption L/100KM: 12.21111, Kilometres: 15115.11111, ColourExtInt: ['black', 'black / black', 'grey', 'grey /', 'white', 'white /'], Location: ['artarmon, nsw', 'melbourne', 'nsw', 'qld', 'southport', 'southport, qld', 'vic'], EngineCapacity: 8.66667, BodyType: \"SUV\", Doors: 2.66667, Seats: 3.44444, Price: 388024.88889\n    Cluster 1: Year: 2018.5942, Car/Suv: ['convertible', 'coupe', 'sedan', 'suv', 'tray', 'ute', 'ute / tray'], Title: ['2022', 'landcruiser', 'toyota'], UsedOrNew: \"USED\", Transmission: \"Automatic\", Engine: 7.31884, DriveType: \"AWD\", FuelType: \"Premium\", FuelConsumption L/100KM: 10.24638, Kilometres: 31680.05797, ColourExtInt: ['black', 'blue', 'grey', 'white', 'white /', 'white / black'], Location: ['nsw', 'vic'], EngineCapacity: 7.31884, BodyType: \"SUV\", Doors: 3.76812, Seats: 5.08696, Price: 143358.42029\n    Cluster 2: Year: 2018.23372, Car/Suv: ['cars', 'commercial', 'coupe', 'demo', 'hatchback', 'sedan', 'suv', 'tray', 'ute', 'ute / tray', 'wagon'], Title: ['2023', '4x4', 'toyota'], UsedOrNew: \"USED\", Transmission: \"Automatic\", Engine: 6.19923, DriveType: \"AWD\", FuelType: \"Premium\", FuelConsumption L/100KM: 9.78084, Kilometres: 57481.36398, ColourExtInt: ['black', 'grey', 'white', 'white /', 'white / black'], Location: ['nsw', 'qld', 'vic', 'wa'], EngineCapacity: 6.19923, BodyType: \"SUV\", Doors: 3.76245, Seats: 5.26054, Price: 75029.91954\n    Cluster 3: Year: 2016.13844, Car/Suv: ['commercial', 'convertible', 'coupe', 'hatchback', 'people mover', 'sedan', 'suv', 'tray', 'ute', 'ute / tray', 'wagon'], Title: ['2017', '2018', '4x4'], UsedOrNew: \"USED\", Transmission: \"Automatic\", Engine: 4.16868, DriveType: \"Front\", FuelType: \"Unleaded\", FuelConsumption L/100KM: 7.26989, Kilometres: 91117.63911, ColourExtInt: ['black', 'blue', 'grey', 'red', 'silver', 'silver /', 'white', 'white /', 'white / black'], Location: ['nsw', 'qld', 'vic', 'wa'], EngineCapacity: 4.16868, BodyType: \"SUV\", Doors: 4.08669, Seats: 5.06452, Price: 26549.42406\n    Cluster 4: Year: 2020.32763, Car/Suv: ['hatchback', 'mazda', 'sedan', 'suv', 'tray', 'ute', 'ute / tray'], Title: ['2021', '2022', 'toyota'], UsedOrNew: \"USED\", Transmission: \"Automatic\", Engine: 4.00171, DriveType: \"Front\", FuelType: \"Unleaded\", FuelConsumption L/100KM: 6.97588, Kilometres: 27932.26262, ColourExtInt: ['black', 'grey', 'white', 'white /', 'white / black'], Location: ['nsw', 'qld', 'vic', 'wa'], EngineCapacity: 4.00171, BodyType: \"SUV\", Doors: 4.13259, Seats: 5.17536, Price: 42954.43627\n    Cluster 5: Year: 2008.64948, Car/Suv: ['commercial', 'hatchback', 'sedan', 'suv', 'tray', 'ute', 'ute / tray', 'wagon'], Title: ['2007', '4x4', 'landcruiser', 'mitsubishi', 'toyota'], UsedOrNew: \"USED\", Transmission: \"Automatic\", Engine: 4.75773, DriveType: \"4WD\", FuelType: \"Diesel\", FuelConsumption L/100KM: 8.70619, Kilometres: 303719.5, ColourExtInt: ['/', 'black', 'blue', 'gold', 'gold /', 'grey', 'silver', 'silver /', 'white', 'white /', 'white / black', 'white / grey'], Location: ['nsw', 'qld', 'vic', 'wa'], EngineCapacity: 4.75773, BodyType: \"SUV\", Doors: 3.62887, Seats: 5.06701, Price: 16785.54639\n    Cluster 6: Year: 2011.77594, Car/Suv: ['commercial', 'coupe', 'hatchback', 'sedan', 'suv', 'tray', 'ute', 'ute / tray', 'wagon'], Title: ['4x4', 'holden', 'toyota'], UsedOrNew: \"USED\", Transmission: \"Automatic\", Engine: 4.68874, DriveType: \"Front\", FuelType: \"Unleaded\", FuelConsumption L/100KM: 8.75276, Kilometres: 182399.89073, ColourExtInt: ['black', 'black /', 'blue', 'blue /', 'grey', 'grey /', 'grey / black', 'red', 'red /', 'silver', 'silver /', 'white', 'white /', 'white / black', 'white / grey'], Location: ['minchinbury, nsw', 'nsw', 'qld', 'vic'], EngineCapacity: 4.68874, BodyType: \"SUV\", Doors: 3.89294, Seats: 5.05077, Price: 18672.1479\n\nDistance distribution:\n    Global:\n        Minimum: 0.0982\n        Mean: 0.42535\n        Median: 0.36444\n        Maximum: 6.88372\n        Standard deviation: 0.27548\n        Sum: 4872.83864\n        Sum squares: 2941.99735\n        Variance: 0.07589\n    Cluster 0:\n        Minimum: 0.40338\n        Mean: 1.19255\n        Median: 1.04532\n        Maximum: 2.93695\n        Standard deviation: 0.66477\n        Sum: 26.23615\n        Sum squares: 40.56841\n        Variance: 0.44193\n    Cluster 1:\n        Minimum: 0.16905\n        Mean: 0.47704\n        Median: 0.39642\n        Maximum: 1.78824\n        Standard deviation: 0.26044\n        Sum: 85.86749\n        Sum squares: 53.10411\n        Variance: 0.06783\n    Cluster 2:\n        Minimum: 0.11774\n        Mean: 0.40672\n        Median: 0.40376\n        Maximum: 0.95668\n        Standard deviation: 0.12415\n        Sum: 308.7025\n        Sum squares: 137.23997\n        Variance: 0.01541\n    Cluster 3:\n        Minimum: 0.08387\n        Mean: 0.23258\n        Median: 0.21698\n        Maximum: 0.92019\n        Standard deviation: 0.08634\n        Sum: 952.6556\n        Sum squares: 252.10005\n        Variance: 0.00746\n    Cluster 4:\n        Minimum: 0.08816\n        Mean: 0.24132\n        Median: 0.23037\n        Maximum: 0.88653\n        Standard deviation: 0.07934\n        Sum: 784.52518\n        Sum squares: 209.77769\n        Variance: 0.00629\n    Cluster 5:\n        Minimum: 0.11481\n        Mean: 0.38655\n        Median: 0.32491\n        Maximum: 1.00785\n        Standard deviation: 0.18037\n        Sum: 240.8201\n        Sum squares: 113.32554\n        Variance: 0.03253\n    Cluster 6:\n        Minimum: 0.14241\n        Mean: 0.29452\n        Median: 0.26925\n        Maximum: 0.93526\n        Standard deviation: 0.10703\n        Sum: 743.65766\n        Sum squares: 247.93333\n        Variance: 0.01146\n\nIntercentroid distance:\n    To centroid Cluster 0\n        Minimum: 2.702058977661296\n        Mean: 3.7528316443626597\n        Maximum: 4.270563456586976\n    To centroid Cluster 1\n        Minimum: 0.7764602113217212\n        Mean: 1.5725856489353458\n        Maximum: 2.701283559069831\n    To centroid Cluster 2\n        Minimum: 0.5352149005809551\n        Mean: 1.236291146545633\n        Maximum: 3.4655934397048855\n    To centroid Cluster 3\n        Minimum: 0.30976181886654774\n        Mean: 1.2723362245187415\n        Maximum: 4.050227761304456\n    To centroid Cluster 4\n        Minimum: 0.3036315389495498\n        Mean: 1.2865190625244094\n        Maximum: 3.870359316380001\n    To centroid Cluster 5\n        Minimum: 0.47528424734494157\n        Mean: 1.6072476543305232\n        Maximum: 4.269788172898407\n    To centroid Cluster 6\n        Minimum: 0.38065865401255095\n        Mean: 1.3400816492158796\n        Maximum: 4.15553489026106\n</code></pre>"}