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Class names: malignant benign

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


Training Data:



sample           class            videoAddiction   exercising       smoking          fatIntake
======================================================================================================

sample_0         benign           medium           occasionally     never            medium
sample_1         malignant        heavy            never            medium           heavy
sample_2         benign           low              regularly        never            low
sample_3         benign           low              regularly        heavy            low
sample_4         benign           low              regularly        never            low
sample_5         malignant        none             never            heavy            heavy
sample_6         malignant        low              never            heavy            medium
sample_7         benign           low              regularly        light            low
sample_8         malignant        heavy            never            heavy            heavy
sample_9         benign           low              regularly        never            low
sample_10        benign           low              regularly        medium           low
sample_11        benign           low              regularly        light            low
sample_12        benign           heavy            regularly        never            heavy
sample_13        benign           none             never            medium           heavy
sample_14        malignant        none             never            medium           low
sample_15        malignant        medium           occasionally     never            medium
sample_16        benign           none             never            light            medium
sample_17        benign           none             regularly        medium           heavy
sample_18        malignant        medium           occasionally     heavy            heavy
sample_19        benign           medium           regularly        medium           low
sample_20        benign           medium           regularly        heavy            heavy
sample_21        benign           low              regularly        medium           medium
sample_22        malignant        none             regularly        heavy            heavy
sample_23        malignant        none             never            light            heavy
sample_24        benign           heavy            never            medium           medium
sample_25        malignant        medium           occasionally     heavy            heavy
sample_26        malignant        none             never            heavy            medium
sample_27        malignant        heavy            regularly        heavy            heavy
sample_28        benign           medium           never            light            low
sample_29        malignant        heavy            never            heavy            heavy
sample_30        benign           none             regularly        light            low
sample_31        benign           heavy            regularly        never            heavy
sample_32        malignant        medium           occasionally     medium           heavy
sample_33        benign           heavy            regularly        light            low
sample_34        malignant        heavy            never            light            low
sample_35        malignant        low              occasionally     heavy            heavy
sample_36        benign           medium           never            light            medium
sample_37        benign           heavy            regularly        heavy            medium
sample_38        malignant        low              regularly        heavy            medium
sample_39        benign           medium           regularly        medium           medium
sample_40        malignant        none             occasionally     heavy            low
sample_41        benign           heavy            occasionally     never            heavy
sample_42        benign           low              regularly        never            medium
sample_43        benign           heavy            regularly        light            low
sample_44        benign           heavy            regularly        never            medium
sample_45        benign           heavy            never            medium           medium
sample_46        benign           heavy            regularly        never            low
sample_47        benign           none             never            light            low
sample_48        benign           low              regularly        never            low
sample_49        malignant        heavy            never            light            heavy
sample_50        benign           low              never            light            heavy
sample_51        benign           none             regularly        light            heavy
sample_52        benign           medium           regularly        light            heavy
sample_53        malignant        medium           never            heavy            heavy
sample_54        benign           heavy            regularly        never            medium
sample_55        malignant        heavy            occasionally     heavy            medium
sample_56        malignant        none             never            heavy            heavy
sample_57        benign           medium           regularly        heavy            medium
sample_58        malignant        medium           occasionally     heavy            heavy
sample_59        malignant        heavy            occasionally     medium           heavy
sample_60        malignant        heavy            never            heavy            heavy
sample_61        malignant        medium           never            never            medium
sample_62        benign           none             regularly        light            medium
sample_63        benign           heavy            regularly        medium           medium
sample_64        benign           heavy            occasionally     heavy            low
sample_65        malignant        low              never            heavy            medium
sample_66        malignant        medium           occasionally     heavy            heavy
sample_67        benign           heavy            regularly        heavy            low
sample_68        malignant        medium           never            heavy            heavy
sample_69        benign           heavy            regularly        heavy            low
sample_70        benign           heavy            never            light            low
sample_71        benign           medium           regularly        never            low
sample_72        benign           heavy            regularly        light            low
sample_73        malignant        medium           never            heavy            heavy
sample_74        malignant        none             occasionally     heavy            medium
sample_75        benign           medium           regularly        medium           low
sample_76        benign           low              occasionally     heavy            medium
sample_77        malignant        medium           never            light            low
sample_78        benign           low              regularly        never            heavy
sample_79        benign           medium           occasionally     never            low
sample_80        benign           heavy            regularly        light            low
sample_81        benign           low              never            never            low
sample_82        benign           none             never            light            medium
sample_83        benign           low              regularly        never            low
sample_84        malignant        heavy            occasionally     heavy            heavy
sample_85        malignant        low              occasionally     heavy            heavy
sample_86        benign           none             regularly        medium           heavy
sample_87        malignant        medium           occasionally     medium           low
sample_88        malignant        low              never            heavy            heavy
sample_89        benign           none             never            light            heavy
sample_90        benign           heavy            occasionally     never            medium
sample_91        benign           low              regularly        never            medium
sample_92        benign           heavy            never            heavy            heavy
sample_93        benign           low              regularly        never            heavy
sample_94        benign           none             occasionally     never            low
sample_95        malignant        low              occasionally     heavy            heavy
sample_96        benign           medium           never            heavy            medium
sample_97        malignant        low              occasionally     light            heavy
sample_98        benign           medium           regularly        light            low
sample_99        benign           low              occasionally     medium           medium
sample_100       benign           none             regularly        never            low
sample_101       benign           medium           regularly        light            heavy
sample_102       benign           low              occasionally     light            heavy
sample_103       benign           medium           occasionally     light            low
sample_104       benign           medium           occasionally     medium           low
sample_105       malignant        heavy            never            heavy            heavy
sample_106       malignant        medium           never            heavy            heavy
sample_107       benign           medium           regularly        light            low
sample_108       benign           low              regularly        never            heavy
sample_109       benign           low              regularly        never            low
sample_110       benign           heavy            regularly        never            low
sample_111       malignant        medium           never            heavy            heavy
sample_112       benign           heavy            never            never            heavy
sample_113       benign           none             never            heavy            medium
sample_114       benign           low              regularly        never            medium
sample_115       malignant        none             never            heavy            heavy
sample_116       benign           none             occasionally     medium           heavy
sample_117       benign           none             regularly        medium           low
sample_118       malignant        medium           never            never            heavy
sample_119       benign           heavy            regularly        heavy            heavy
sample_120       benign           heavy            regularly        medium           low
sample_121       benign           none             regularly        medium           medium
sample_122       malignant        heavy            occasionally     never            heavy
sample_123       benign           low              regularly        never            low
sample_124       benign           low              regularly        medium           medium
sample_125       benign           medium           regularly        heavy            low
sample_126       benign           medium           regularly        light            low
sample_127       benign           none             regularly        light            heavy
sample_128       malignant        heavy            never            heavy            heavy
sample_129       malignant        none             never            heavy            heavy
sample_130       malignant        none             never            heavy            heavy
sample_131       benign           none             regularly        heavy            heavy
sample_132       benign           heavy            regularly        never            low
sample_133       benign           none             regularly        medium           heavy
sample_134       malignant        heavy            never            heavy            heavy
sample_135       benign           heavy            regularly        never            low
sample_136       malignant        medium           never            heavy            heavy
sample_137       malignant        none             occasionally     never            heavy
sample_138       malignant        heavy            regularly        heavy            heavy
sample_139       malignant        none             never            light            heavy
sample_140       malignant        heavy            occasionally     heavy            medium
sample_141       benign           none             regularly        medium           medium
sample_142       malignant        heavy            regularly        heavy            heavy
sample_143       benign           medium           regularly        light            low
sample_144       malignant        none             occasionally     heavy            medium
sample_145       benign           medium           occasionally     light            medium
sample_146       malignant        none             never            light            heavy
sample_147       malignant        low              occasionally     medium           heavy
sample_148       benign           none             regularly        never            heavy
sample_149       malignant        none             never            light            heavy
sample_150       benign           medium           regularly        never            medium
sample_151       benign           medium           regularly        heavy            heavy
sample_152       malignant        low              occasionally     heavy            heavy
sample_153       benign           low              regularly        light            medium
sample_154       malignant        medium           occasionally     heavy            heavy
sample_155       benign           medium           regularly        heavy            heavy
sample_156       benign           heavy            regularly        never            low
sample_157       benign           low              never            never            low
sample_158       benign           medium           regularly        medium           low
sample_159       benign           heavy            regularly        medium           medium
sample_160       benign           low              regularly        never            medium
sample_161       benign           medium           regularly        light            medium
sample_162       malignant        low              occasionally     light            heavy
sample_163       benign           low              never            never            heavy
sample_164       benign           medium           regularly        medium           low
sample_165       benign           low              regularly        never            medium
sample_166       malignant        none             regularly        heavy            heavy
sample_167       benign           heavy            regularly        never            low
sample_168       benign           heavy            regularly        medium           heavy
sample_169       benign           heavy            regularly        heavy            heavy
sample_170       benign           none             regularly        never            medium
sample_171       benign           none             regularly        medium           low
sample_172       benign           heavy            never            medium           medium
sample_173       benign           medium           regularly        light            medium
sample_174       benign           low              regularly        light            low
sample_175       benign           medium           never            never            low
sample_176       malignant        low              regularly        heavy            heavy
sample_177       benign           medium           never            medium           medium
sample_178       benign           low              occasionally     light            medium
sample_179       benign           low              regularly        never            medium
sample_180       benign           low              never            medium           medium
sample_181       benign           heavy            regularly        heavy            heavy
sample_182       benign           medium           regularly        never            low
sample_183       benign           heavy            regularly        light            medium
sample_184       malignant        medium           occasionally     heavy            heavy
sample_185       benign           none             occasionally     light            heavy
sample_186       benign           none             regularly        never            low
sample_187       malignant        medium           occasionally     heavy            low
sample_188       benign           heavy            regularly        heavy            low
sample_189       benign           none             occasionally     light            low
sample_190       malignant        heavy            never            heavy            heavy
sample_191       benign           heavy            regularly        never            low
sample_192       malignant        medium           occasionally     light            heavy
sample_193       benign           medium           occasionally     never            medium
sample_194       benign           heavy            regularly        heavy            low
sample_195       malignant        low              occasionally     heavy            heavy
sample_196       benign           none             regularly        medium           low
sample_197       benign           heavy            regularly        never            medium
sample_198       malignant        low              occasionally     heavy            heavy
sample_199       benign           heavy            regularly        heavy            low