Class names: malignant benign 

Feature names and their values:
     smoking = heavy medium light never 
     videoAddiction = none low medium heavy 
     fatIntake = low medium heavy 
     exercising = never occasionally regularly 


Training Data:

sample          class           exercising      fatIntake       smoking         videoAddiction  
================================================================================================
sample_0        benign          regularly       heavy           light           low             
sample_1        malignant       never           heavy           heavy           heavy           
sample_2        malignant       regularly       low             heavy           heavy           
sample_3        malignant       never           heavy           heavy           medium          
sample_4        benign          regularly       low             medium          heavy           
sample_5        benign          regularly       medium          never           low             
sample_6        benign          occasionally    low             light           none            
sample_7        benign          regularly       medium          medium          medium          
sample_8        benign          never           medium          heavy           medium          
sample_9        benign          regularly       heavy           heavy           low             
sample_10       benign          occasionally    low             light           low             
sample_11       benign          regularly       heavy           medium          medium          
sample_12       malignant       regularly       heavy           heavy           heavy           
sample_13       benign          regularly       low             heavy           low             
sample_14       malignant       never           heavy           heavy           heavy           
sample_15       benign          never           medium          medium          medium          
sample_16       malignant       occasionally    heavy           heavy           none            
sample_17       benign          occasionally    low             medium          low             
sample_18       malignant       never           heavy           heavy           heavy           
sample_19       malignant       never           heavy           heavy           none            
sample_20       benign          regularly       heavy           light           none            
sample_21       benign          occasionally    heavy           light           medium          
sample_22       benign          occasionally    medium          never           none            
sample_23       benign          never           heavy           light           heavy           
sample_24       malignant       never           heavy           heavy           low             
sample_25       malignant       never           heavy           heavy           heavy           
sample_26       benign          never           medium          never           none            
sample_27       malignant       never           heavy           heavy           heavy           
sample_28       malignant       regularly       heavy           light           heavy           
sample_29       benign          occasionally    heavy           light           medium          
sample_30       benign          occasionally    low             light           low             
sample_31       malignant       never           heavy           light           none            
sample_32       benign          occasionally    heavy           never           medium          
sample_33       benign          regularly       low             medium          low             
sample_34       malignant       never           heavy           heavy           none            
sample_35       malignant       never           heavy           heavy           low             
sample_36       malignant       never           heavy           heavy           low             
sample_37       benign          regularly       medium          never           none            
sample_38       malignant       occasionally    heavy           heavy           heavy           
sample_39       benign          regularly       medium          light           heavy           
sample_40       malignant       occasionally    medium          heavy           none            
sample_41       malignant       occasionally    heavy           heavy           heavy           
sample_42       malignant       never           heavy           heavy           low             
sample_43       benign          regularly       low             medium          low             
sample_44       benign          occasionally    low             light           medium          
sample_45       benign          regularly       low             medium          none            
sample_46       benign          occasionally    low             medium          heavy           
sample_47       malignant       never           medium          heavy           none            
sample_48       malignant       occasionally    heavy           medium          low             
sample_49       benign          never           low             light           heavy           
sample_50       malignant       never           heavy           heavy           medium          
sample_51       benign          regularly       low             medium          none            
sample_52       benign          regularly       medium          medium          low             
sample_53       malignant       never           heavy           heavy           low             
sample_54       malignant       never           heavy           heavy           none            
sample_55       benign          regularly       low             never           medium          
sample_56       malignant       never           heavy           medium          medium          
sample_57       malignant       never           heavy           heavy           medium          
sample_58       benign          regularly       heavy           medium          low             
sample_59       benign          regularly       low             light           none            
sample_60       benign          never           medium          medium          low             
sample_61       benign          never           low             never           heavy           
sample_62       malignant       regularly       heavy           light           medium          
sample_63       benign          never           low             never           heavy           
sample_64       benign          regularly       medium          medium          none            
sample_65       benign          occasionally    heavy           light           low             
sample_66       benign          regularly       heavy           light           medium          
sample_67       malignant       never           heavy           heavy           none            
sample_68       malignant       never           heavy           heavy           low             
sample_69       benign          never           low             light           heavy           
sample_70       malignant       never           heavy           heavy           medium          
sample_71       benign          regularly       heavy           heavy           heavy           
sample_72       benign          regularly       low             medium          heavy           
sample_73       benign          regularly       low             light           none            
sample_74       benign          regularly       low             medium          none            
sample_75       benign          never           low             light           none            
sample_76       malignant       never           heavy           heavy           heavy           
sample_77       malignant       never           heavy           heavy           medium          
sample_78       malignant       never           heavy           heavy           medium          
sample_79       benign          regularly       medium          light           heavy           
sample_80       benign          occasionally    heavy           medium          heavy           
sample_81       benign          regularly       medium          medium          heavy           
sample_82       malignant       never           heavy           heavy           none            
sample_83       malignant       never           heavy           heavy           none            
sample_84       malignant       never           medium          heavy           low             
sample_85       benign          never           medium          light           none            
sample_86       benign          occasionally    heavy           medium          medium          
sample_87       benign          occasionally    medium          never           heavy           
sample_88       benign          occasionally    heavy           never           medium          
sample_89       benign          occasionally    low             never           none            
sample_90       benign          never           medium          light           none            
sample_91       malignant       never           heavy           heavy           none            
sample_92       benign          regularly       heavy           heavy           medium          
sample_93       malignant       regularly       heavy           heavy           medium          
sample_94       malignant       regularly       heavy           heavy           medium          
sample_95       malignant       regularly       heavy           heavy           heavy           
sample_96       malignant       never           heavy           heavy           medium          
sample_97       malignant       occasionally    heavy           never           low             
sample_98       malignant       never           heavy           medium          low             
sample_99       benign          occasionally    heavy           medium          medium