[divide(80)]: sepal left=0.98678672026803, right=0.99022469021987 [divide(80)]: petal left=0.65819126581322, right=0.1959092708736 [divide(47)]: sepal left=0.72192809488736, right=0.62526240522342 [divide(47)]: petal left=0, right=0.81127812445913 [train_node]: LEFT=versicolor, entropy below 0 [divide(32)]: sepal left=0.98522813603425, right=0.63430955464057 [divide(32)]: petal left=0, right=0.97095059445467 [train_node]: LEFT=versicolor, entropy below 0 [divide(20)]: sepal left=0.72192809488736, right=0.83664074194117 [divide(20)]: petal left=0, right=0.96123660472288 [train_node]: LEFT=versicolor, entropy below 0 [divide(13)]: sepal left=0.81127812445913, right=0.99107605983822 [divide(13)]: petal left=1, right=0.91829583405449 [divide(4)]: sepal left=0, right=0.91829583405449 [divide(4)]: petal left=0, right=0 [divide(9)]: sepal left=0.81127812445913, right=0.97095059445467 [divide(9)]: petal left=1, right=0.97095059445467 [divide(4)]: sepal left=0, right=0.91829583405449 [divide(4)]: petal left=1, right=0 [train_node]: LEFT=virginica, entropy below 0 [divide(3)]: sepal left=0, right=0.91829583405449 [divide(3)]: petal left=1, right=0 [divide(2)]: sepal left=0, right=1 [divide(2)]: petal left=0, right=1 [train_node]: unable to separate data, guess result [train_node]: RIGHT=virginica, entropy below 0 [divide(5)]: sepal left=0.91829583405449, right=0 [divide(5)]: petal left=1, right=0.91829583405449 [divide(3)]: sepal left=0, right=0.91829583405449 [divide(3)]: petal left=0, right=1 [train_node]: LEFT=virginica, entropy below 0 [divide(2)]: sepal left=0, right=1 [divide(2)]: petal left=0, right=0 [train_node]: RIGHT=versicolor, entropy below 0 [divide(33)]: sepal left=0.26676498780303, right=0 [divide(33)]: petal left=0.23519338181924, right=0 [divide(26)]: sepal left=0.5435644431996, right=0 [divide(26)]: petal left=0.39124356362926, right=0 [divide(13)]: sepal left=0.5435644431996, right=0 [divide(13)]: petal left=0.50325833477565, right=0 [divide(9)]: sepal left=0.81127812445913, right=0 [divide(9)]: petal left=0.59167277858233, right=0 [divide(7)]: sepal left=0.81127812445913, right=0 [divide(7)]: petal left=0, right=0.59167277858233 [divide(4)]: sepal left=1, right=0 [divide(4)]: petal left=0, right=0.81127812445913 [divide(2)]: sepal left=0, right=1 [divide(2)]: petal left=0, right=1 [train_node]: unable to separate data, guess result [train_node]: RIGHT=virginica, entropy below 0 [train_node]: RIGHT=virginica, entropy below 0 [train_node]: RIGHT=virginica, entropy below 0 [train_node]: RIGHT=virginica, entropy below 0 [train_node]: RIGHT=virginica, entropy below 0 [train_node]: RIGHT=virginica, entropy below 0 Depth:0: H DECISION: petal at 0.85410053668682 Depth:1: HL DECISION: petal at 0.81127812445913 Depth:2: HLL RESULT: versicolor Depth:2: HLR DECISION: petal at 0.97095059445467 Depth:3: HLRL RESULT: versicolor Depth:3: HLRR DECISION: petal at 0.96123660472288 Depth:4: HLRRL RESULT: versicolor Depth:4: HLRRR DECISION: sepal at 1.8023541842974 Depth:5: HLRRRL RESULT: virginica Depth:5: HLRRRR DECISION: sepal at 1.7822287189138 Depth:6: HLRRRRL DECISION: sepal at 0.91829583405449 Depth:7: HLRRRRLL RESULT: virginica Depth:7: HLRRRRLR DECISION: petal at 1 Depth:8: HLRRRRLRL RESULT: versicolor Depth:8: HLRRRRLRR RESULT: virginica Depth:6: HLRRRRR DECISION: sepal at 0.91829583405449 Depth:7: HLRRRRRL DECISION: petal at 1 Depth:8: HLRRRRRLL RESULT: virginica Depth:8: HLRRRRRLR RESULT: versicolor Depth:7: HLRRRRRR RESULT: versicolor Depth:1: HR DECISION: petal at 0.23519338181924 Depth:2: HRL DECISION: petal at 0.39124356362926 Depth:3: HRLL DECISION: petal at 0.50325833477565 Depth:4: HRLLL DECISION: petal at 0.59167277858233 Depth:5: HRLLLL DECISION: sepal at 0.81127812445913 Depth:6: HRLLLLL DECISION: sepal at 1 Depth:7: HRLLLLLL RESULT: versicolor Depth:7: HRLLLLLR RESULT: virginica Depth:6: HRLLLLR RESULT: virginica Depth:5: HRLLLR RESULT: virginica Depth:4: HRLLR RESULT: virginica Depth:3: HRLR RESULT: virginica Depth:2: HRR RESULT: virginica