---------------------------------------------------------- Winnow2 Training Weights ---------------------------------------------------------- Data Set : breast_cancer_dataset.txt ---------------------------- Weights of the Learned Model ---------------------------- Clump Thickness : 0.25 Uniformity of Cell Size : 0.25 Uniformity of Cell Shape : 0.0625 Marginal Adhesion : 0.5 Single Epithelial Cell Size : 0.25 Bare Nuclei : 0.5 Bland Chromatin : 0.25 Normal Nucleoli : 0.25 Mitoses : 0.5 ----------- Constants ----------- THETA = 0.5 ALPHA = 2.0