`Data distribution:\n false: 66.95% (468 instances)\n true: 33.05% (231 instances)\n\n\nPredicted distribution:\n false: 67.10% (469 instances)\n true: 32.90% (230 instances)\n\n\nField importance:\n 1. uniformity of cell size: 38.20%\n 2. mitoses: 14.11%\n 3. clump thickness: 10.04%\n 4. single epithelial cell size: 9.94%\n 5. normal nuclei: 8.95%\n 6. bland chromatin: 8.78%\n 7. marginal adhesion: 7.47%\n 8. uniformity of cell shape: 1.77%\n 9. bare nuclei: 0.74%\n\n\nRules summary:\n\n\nfalse: (data 66.95% / prediction 67.10%) \n \u00b7 58.21%: uniformity of cell size <= 2 and bland chromatin <= 4 and mitoses <= 3 and 1 < clump thickness <= 7 and marginal adhesion <= 8 [Confidence: 98.61%]\n\n \u00b7 19.40%: uniformity of cell size <= 1 and bland chromatin <= 4 and mitoses <= 3 and clump thickness <= 1 and 1 < single epithelial cell size <= 7 and uniformity of cell shape <= 1 [Confidence: 95.95%]\n\n \u00b7 4.69%: 2 < uniformity of cell size <= 6 and mitoses <= 1 and normal nuclei <= 4 and 1 < marginal adhesion <= 8 and single epithelial cell size <= 7 and 3 < clump thickness <= 8 [Confidence: 85.13%]\n\n \u00b7 1.92%: 2 < uniformity of cell size <= 3 and mitoses <= 1 and normal nuclei <= 4 and marginal adhesion <= 1 and single epithelial cell size <= 7 and 3 < clump thickness <= 8 [Confidence: 70.08%]\n\n \u00b7 1.49%: uniformity of cell size <= 2 and 1 < bland chromatin <= 2 and mitoses <= 3 and clump thickness <= 1 and single epithelial cell size <= 1 and normal nuclei <= 2 and marginal adhesion <= 1 and uniformity of cell shape <= 2 [Confidence: 35.89%; impurity: 0.20%]\n\n \u00b7 1.49%: uniformity of cell size <= 2 and 2 < bland chromatin <= 4 and mitoses <= 3 and clump thickness <= 1 and single epithelial cell size <= 1 and normal nuclei <= 2 [Confidence: 64.57%]\n\n \u00b7 1.49%: uniformity of cell size <= 2 and bland chromatin <= 4 and mitoses <= 3 and clump thickness <= 1 and 1 < single epithelial cell size <= 2 and 1 < uniformity of cell shape <= 2 [Confidence: 64.57%]\n\n \u00b7 1.49%: 2 < uniformity of cell size <= 6 and mitoses <= 1 and normal nuclei <= 1 and marginal adhesion <= 8 and single epithelial cell size <= 4 and clump thickness <= 3 [Confidence: 64.57%]\n\n \u00b7 1.49%: 2 < uniformity of cell size <= 6 and mitoses <= 1 and normal nuclei > 4 and marginal adhesion <= 4 and 2 < single epithelial cell size <= 4 and bland chromatin <= 7 [Confidence: 64.57%]\n\n \u00b7 1.07%: uniformity of cell size <= 2 and bland chromatin <= 1 and mitoses <= 3 and clump thickness <= 1 and single epithelial cell size <= 1 and normal nuclei <= 2 and marginal adhesion <= 1 and uniformity of cell shape <= 2 [Confidence: 37.55%; impurity: 0.16%]\n\n \u00b7 1.07%: uniformity of cell size <= 2 and 1 < bland chromatin <= 2 and mitoses <= 3 and clump thickness <= 1 and 1 < single epithelial cell size <= 2 and uniformity of cell shape > 2 [Confidence: 37.55%; impurity: 0.16%]\n\n \u00b7 0.85%: uniformity of cell size <= 2 and bland chromatin <= 1 and mitoses <= 3 and clump thickness <= 1 and 1 < single epithelial cell size <= 2 and uniformity of cell shape > 2 [Confidence: 51.01%]\n\n \u00b7 0.85%: 2 < uniformity of cell size <= 6 and mitoses <= 1 and normal nuclei <= 4 and marginal adhesion <= 8 and 2 < single epithelial cell size <= 7 and clump thickness > 8 [Confidence: 51.01%]\n\n \u00b7 0.85%: uniformity of cell size > 6 and mitoses <= 1 and 7 < normal nuclei <= 9 and bare nuclei > 9 [Confidence: 51.01%]\n\n \u00b7 0.85%: uniformity of cell size > 2 and mitoses > 1 and 3 < marginal adhesion <= 5 and bland chromatin > 4 and 3 < single epithelial cell size <= 5 [Confidence: 51.01%]\n\n \u00b7 0.64%: uniformity of cell size <= 2 and bland chromatin > 4 and normal nuclei <= 2 and bare nuclei > 4 [Confidence: 43.85%]\n\n \u00b7 0.43%: uniformity of cell size <= 2 and bland chromatin <= 2 and mitoses <= 3 and clump thickness <= 1 and single epithelial cell size <= 1 and normal nuclei <= 2 and marginal adhesion > 1 [Confidence: 34.24%]\n\n \u00b7 0.43%: uniformity of cell size <= 2 and 2 < bland chromatin <= 4 and mitoses <= 3 and clump thickness <= 1 and 1 < single epithelial cell size <= 2 and uniformity of cell shape > 2 [Confidence: 34.24%]\n\n \u00b7 0.43%: uniformity of cell size > 6 and mitoses <= 1 and normal nuclei <= 7 and single epithelial cell size <= 4 and 7 < clump thickness <= 9 and marginal adhesion <= 6 [Confidence: 34.24%]\n\n \u00b7 0.21%: uniformity of cell size <= 2 and bland chromatin <= 2 and mitoses <= 3 and clump thickness <= 1 and single epithelial cell size <= 1 and normal nuclei <= 2 and marginal adhesion <= 1 and uniformity of cell shape > 2 [Confidence: 20.65%]\n\n \u00b7 0.21%: 1 < uniformity of cell size <= 2 and 1 < bland chromatin <= 4 and mitoses <= 3 and clump thickness <= 1 and 1 < single epithelial cell size <= 7 and uniformity of cell shape <= 1 [Confidence: 20.65%]\n\n \u00b7 0.21%: uniformity of cell size <= 1 and bland chromatin > 4 and normal nuclei <= 2 and bare nuclei <= 4 [Confidence: 20.65%]\n\n \u00b7 0.21%: 2 < uniformity of cell size <= 6 and mitoses <= 1 and 1 < normal nuclei <= 4 and marginal adhesion <= 8 and single epithelial cell size <= 4 and clump thickness <= 3 and uniformity of cell shape <= 2 [Confidence: 20.65%]\n\n\ntrue: (data 33.05% / prediction 32.90%) \n \u00b7 25.65%: uniformity of cell size > 2 and mitoses > 1 and marginal adhesion > 5 [Confidence: 93.89%]\n\n \u00b7 14.35%: uniformity of cell size > 2 and mitoses > 1 and marginal adhesion <= 3 [Confidence: 89.57%]\n\n \u00b7 8.26%: uniformity of cell size > 6 and mitoses <= 1 and normal nuclei <= 7 and single epithelial cell size > 4 [Confidence: 83.18%]\n\n \u00b7 8.26%: uniformity of cell size > 6 and mitoses <= 1 and normal nuclei > 9 [Confidence: 83.18%]\n\n \u00b7 7.39%: 2 < uniformity of cell size <= 6 and mitoses <= 1 and normal nuclei > 4 and marginal adhesion > 4 [Confidence: 81.57%]\n\n \u00b7 3.91%: uniformity of cell size > 6 and mitoses <= 1 and normal nuclei <= 7 and single epithelial cell size <= 4 and clump thickness <= 7 [Confidence: 70.08%]\n\n \u00b7 3.04%: uniformity of cell size <= 2 and bland chromatin > 4 and normal nuclei > 2 [Confidence: 64.57%]\n\n \u00b7 3.04%: 2 < uniformity of cell size <= 6 and mitoses <= 1 and normal nuclei > 4 and marginal adhesion <= 4 and single epithelial cell size > 4 [Confidence: 64.57%]\n\n \u00b7 3.04%: uniformity of cell size > 2 and mitoses > 1 and 3 < marginal adhesion <= 5 and bland chromatin <= 4 [Confidence: 64.57%]\n\n \u00b7 2.61%: 2 < uniformity of cell size <= 6 and mitoses <= 1 and normal nuclei <= 4 and marginal adhesion > 8 [Confidence: 43.65%; impurity: 0.14%]\n\n \u00b7 2.17%: uniformity of cell size > 6 and mitoses <= 1 and 7 < normal nuclei <= 9 and bare nuclei <= 9 [Confidence: 37.55%; impurity: 0.16%]\n\n \u00b7 1.74%: 2 < uniformity of cell size <= 6 and mitoses <= 1 and normal nuclei <= 4 and marginal adhesion <= 8 and single epithelial cell size <= 2 and clump thickness > 8 [Confidence: 51.01%]\n\n \u00b7 1.74%: uniformity of cell size > 6 and mitoses <= 1 and normal nuclei <= 7 and single epithelial cell size <= 4 and clump thickness > 9 [Confidence: 51.01%]\n\n \u00b7 1.30%: uniformity of cell size <= 2 and bland chromatin <= 4 and mitoses > 3 [Confidence: 43.85%]\n\n \u00b7 1.30%: 1 < uniformity of cell size <= 2 and bland chromatin > 4 and normal nuclei <= 2 and bare nuclei <= 4 [Confidence: 43.85%]\n\n \u00b7 1.30%: 2 < uniformity of cell size <= 6 and mitoses <= 1 and normal nuclei <= 4 and marginal adhesion <= 8 and 4 < single epithelial cell size <= 7 and clump thickness <= 3 [Confidence: 43.85%]\n\n \u00b7 1.30%: 3 < uniformity of cell size <= 6 and mitoses <= 1 and normal nuclei <= 4 and marginal adhesion <= 1 and single epithelial cell size <= 7 and 3 < clump thickness <= 8 [Confidence: 20.77%; impurity: 0.22%]\n\n \u00b7 1.30%: 2 < uniformity of cell size <= 6 and mitoses <= 1 and normal nuclei <= 4 and marginal adhesion <= 8 and single epithelial cell size > 7 [Confidence: 43.85%]\n\n \u00b7 1.30%: 2 < uniformity of cell size <= 6 and mitoses <= 1 and normal nuclei > 4 and marginal adhesion <= 4 and single epithelial cell size <= 2 [Confidence: 43.85%]\n\n \u00b7 1.30%: uniformity of cell size > 2 and mitoses > 1 and 3 < marginal adhesion <= 5 and bland chromatin > 4 and single epithelial cell size > 5 [Confidence: 43.85%]\n\n \u00b7 0.87%: uniformity of cell size <= 2 and bland chromatin <= 4 and mitoses <= 3 and clump thickness > 7 [Confidence: 34.24%]\n\n \u00b7 0.87%: 2 < uniformity of cell size <= 6 and mitoses <= 1 and normal nuclei > 4 and marginal adhesion <= 4 and 2 < single epithelial cell size <= 4 and bland chromatin > 7 [Confidence: 34.24%]\n\n \u00b7 0.87%: uniformity of cell size > 2 and mitoses > 1 and 3 < marginal adhesion <= 5 and bland chromatin > 4 and single epithelial cell size <= 3 [Confidence: 34.24%]\n\n \u00b7 0.43%: uniformity of cell size <= 2 and bland chromatin <= 4 and mitoses <= 3 and clump thickness <= 1 and single epithelial cell size <= 1 and normal nuclei > 2 [Confidence: 20.65%]\n\n \u00b7 0.43%: 1 < uniformity of cell size <= 2 and bland chromatin <= 1 and mitoses <= 3 and clump thickness <= 1 and 1 < single epithelial cell size <= 7 and uniformity of cell shape <= 1 [Confidence: 20.65%]\n\n \u00b7 0.43%: uniformity of cell size <= 2 and bland chromatin <= 4 and mitoses <= 3 and clump thickness <= 1 and 2 < single epithelial cell size <= 7 and uniformity of cell shape > 1 [Confidence: 20.65%]\n\n \u00b7 0.43%: uniformity of cell size <= 2 and bland chromatin <= 4 and mitoses <= 3 and clump thickness <= 1 and single epithelial cell size > 7 [Confidence: 20.65%]\n\n \u00b7 0.43%: uniformity of cell size <= 2 and bland chromatin <= 4 and mitoses <= 3 and 1 < clump thickness <= 7 and marginal adhesion > 8 [Confidence: 20.65%]\n\n \u00b7 0.43%: 2 < uniformity of cell size <= 6 and mitoses <= 1 and 1 < normal nuclei <= 4 and marginal adhesion <= 8 and single epithelial cell size <= 4 and clump thickness <= 3 and uniformity of cell shape > 2 [Confidence: 20.65%]\n\n \u00b7 0.43%: uniformity of cell size > 6 and mitoses <= 1 and normal nuclei <= 7 and single epithelial cell size <= 4 and 7 < clump thickness <= 9 and marginal adhesion > 6 [Confidence: 20.65%]\n`

", "code": 200, "formatter": "summarize"}