modules_orngTree1.py.txt

*** FORMAT: "" petal width<=0.800: Iris-setosa (100.00%) petal width>0.800 | petal width<=1.750 | | petal length<=5.350: Iris-versicolor (94.23%) | | petal length>5.350: Iris-virginica (100.00%) | petal width>1.750 | | petal length<=4.850: Iris-virginica (66.67%) | | petal length>4.850: Iris-virginica (100.00%) *** FORMAT: "%V (%M out of %N)" petal width<=0.800: Iris-setosa (50.000 out of 50.000) petal width>0.800 | petal width<=1.750 | | petal length<=5.350: Iris-versicolor (49.000 out of 52.000) | | petal length>5.350: Iris-virginica (2.000 out of 2.000) | petal width>1.750 | | petal length<=4.850: Iris-virginica (2.000 out of 3.000) | | petal length>4.850: Iris-virginica (43.000 out of 43.000) *** FORMAT: "%V (%^MbA%, %^MbP%)" petal width<=0.800: Iris-setosa (100%, 100%) petal width>0.800 | petal width<=1.750 | | petal length<=5.350: Iris-versicolor (98%, 100%) | | petal length>5.350: Iris-virginica (4%, 40%) | petal width>1.750 | | petal length<=4.850: Iris-virginica (4%, 4%) | | petal length>4.850: Iris-virginica (86%, 96%) *** FORMAT: "%C="Iris-versicolor" (%^c="Iris-versicolor"% of node, %^CbA="Iris-versicolor"% of versicolors)" petal width<=0.800: 0.000 (0% of node, 0% of versicolors) petal width>0.800 | petal width<=1.750 | | petal length<=5.350: 49.000 (94% of node, 98% of versicolors) | | petal length>5.350: 0.000 (0% of node, 0% of versicolors) | petal width>1.750 | | petal length<=4.850: 1.000 (33% of node, 2% of versicolors) | | petal length>4.850: 0.000 (0% of node, 0% of versicolors) *** FORMAT: "%D" petal width<=0.800: [50.000, 0.000, 0.000] petal width>0.800 | petal width<=1.750 | | petal length<=5.350: [0.000, 49.000, 3.000] | | petal length>5.350: [0.000, 0.000, 2.000] | petal width>1.750 | | petal length<=4.850: [0.000, 1.000, 2.000] | | petal length>4.850: [0.000, 0.000, 43.000] *** FORMAT: "%.2d" petal width<=0.800: [1.00, 0.00, 0.00] petal width>0.800 | petal width<=1.750 | | petal length<=5.350: [0.00, 0.94, 0.06] | | petal length>5.350: [0.00, 0.00, 1.00] | petal width>1.750 | | petal length<=4.850: [0.00, 0.33, 0.67] | | petal length>4.850: [0.00, 0.00, 1.00] root: Iris-setosa | petal width<=0.800: Iris-setosa | petal width>0.800: Iris-versicolor | | petal width<=1.750: Iris-versicolor | | | petal length<=5.350: Iris-versicolor | | | petal length>5.350: Iris-virginica | | petal width>1.750: Iris-virginica | | | petal length<=4.850: Iris-virginica | | | petal length>4.850: Iris-virginica root: 100.0% (.%) | petal width<=0.800: 0.0% (0.0%) | petal width>0.800: 100.0% (100.0%) | | petal width<=1.750: 10.0% (10.0%) | | | petal length<=5.350: 6.0% (60.0%) | | | petal length>5.350: 4.0% (40.0%) | | petal width>1.750: 90.0% (90.0%) | | | petal length<=4.850: 4.0% (4.4%) | | | petal length>4.850: 86.0% (95.6%) root: [50.000, 50.000, 50.000] . . | petal width<=0.800: [50.000, 0.000, 0.000] [1.00, 0.00, 0.00] [3.00, 0.00, 0.00]: | Iris-setosa [50.000, 0.000, 0.000] [1.00, 0.00, 0.00] [3.00, 0.00, 0.00] | petal width>0.800: [0.000, 50.000, 50.000] [0.00, 1.00, 1.00] [0.00, 1.50, 1.50] | | petal width<=1.750: [0.000, 49.000, 5.000] [0.00, 0.98, 0.10] [0.00, 1.81, 0.19] | | | petal length<=5.350: [0.000, 49.000, 3.000] [0.00, 1.00, 0.60] [0.00, 1.04, 0.62]: | | | Iris-versicolor [0.000, 49.000, 3.000] [0.00, 1.00, 0.60] [0.00, 1.04, 0.62] | | | petal length>5.350: [0.000, 0.000, 2.000] [0.00, 0.00, 0.40] [0.00, 0.00, 10.80]: | | | Iris-virginica [0.000, 0.000, 2.000] [0.00, 0.00, 0.40] [0.00, 0.00, 10.80] | | petal width>1.750: [0.000, 1.000, 45.000] [0.00, 0.02, 0.90] [0.00, 0.04, 1.96] | | | petal length<=4.850: [0.000, 1.000, 2.000] [0.00, 1.00, 0.04] [0.00, 15.33, 0.68]: | | | Iris-virginica [0.000, 1.000, 2.000] [0.00, 1.00, 0.04] [0.00, 15.33, 0.68] | | | petal length>4.850: [0.000, 0.000, 43.000] [0.00, 0.00, 0.96] [0.00, 0.00, 1.02]: | | | Iris-virginica [0.000, 0.000, 43.000] [0.00, 0.00, 0.96] [0.00, 0.00, 1.02] *** FORMAT: "" RM<=6.941 | LSTAT<=14.400 | | DIS<=1.385: 45.6 | | DIS>1.385: 22.9 | LSTAT>14.400 | | CRIM<=6.992: 17.1 | | CRIM>6.992: 12.0 RM>6.941 | RM<=7.437 | | CRIM<=7.393: 33.3 | | CRIM>7.393: 14.4 | RM>7.437 | | TAX<=534.500: 45.9 | | TAX>534.500: 21.9 *** FORMAT: "%V" RM<=6.941 | LSTAT<=14.400 | | DIS<=1.385: 45.6 | | DIS>1.385: 22.9 | LSTAT>14.400 | | CRIM<=6.992: 17.1 | | CRIM>6.992: 12.0 RM>6.941 | RM<=7.437 | | CRIM<=7.393: 33.3 | | CRIM>7.393: 14.4 | RM>7.437 | | TAX<=534.500: 45.9 | | TAX>534.500: 21.9 root: [SE: 0.409] | RM<=6.941: [SE: 0.306] | | LSTAT<=14.400: [SE: 0.320] | | | DIS<=1.385: [SE: 4.420]: | | | [SE: 4.420] 45.6 [38.331-52.829] | | | DIS>1.385: [SE: 0.244]: | | | [SE: 0.244] 22.9 [22.504-23.306] | | LSTAT>14.400: [SE: 0.333] | | | CRIM<=6.992: [SE: 0.338]: | | | [SE: 0.338] 17.1 [16.584-17.691] | | | CRIM>6.992: [SE: 0.448]: | | | [SE: 0.448] 12.0 [11.243-12.714] | RM>6.941: [SE: 1.031] | | RM<=7.437: [SE: 0.958] | | | CRIM<=7.393: [SE: 0.692]: | | | [SE: 0.692] 33.3 [32.214-34.484] | | | CRIM>7.393: [SE: 2.157]: | | | [SE: 2.157] 14.4 [10.862-17.938] | | RM>7.437: [SE: 1.124] | | | TAX<=534.500: [SE: 0.817]: | | | [SE: 0.817] 45.9 [44.556-47.237] | | | TAX>534.500: [SE: 0.000]: | | | [SE: 0.000] 21.9 [21.900-21.900] root: 277.000 (.) | RM<=6.941: 273.000 (1.160) | | LSTAT<=14.400: 107.000 (0.661) | | | DIS<=1.385: 0.000 (0.000) | | | DIS>1.385: 107.000 (1.020) | | LSTAT>14.400: 166.000 (1.494) | | | CRIM<=6.992: 93.000 (0.971) | | | CRIM>6.992: 73.000 (1.040) | RM>6.941: 4.000 (0.096) | | RM<=7.437: 3.000 (1.239) | | | CRIM<=7.393: 0.000 (0.000) | | | CRIM>7.393: 3.000 (15.333) | | RM>7.437: 1.000 (0.633) | | | TAX<=534.500: 0.000 (0.000) | | | TAX>534.500: 1.000 (30.000) root: 439.000 (.%) | RM<=6.941: 364.000 (98%) | | LSTAT<=14.400: 200.000 (93%) | | | DIS<=1.385: 5.000 (127%) | | | DIS>1.385: 195.000 (99%) | | LSTAT>14.400: 164.000 (111%) | | | CRIM<=6.992: 91.000 (96%) | | | CRIM>6.992: 73.000 (105%) | RM>6.941: 75.000 (114%) | | RM<=7.437: 46.000 (101%) | | | CRIM<=7.393: 43.000 (100%) | | | CRIM>7.393: 3.000 (100%) | | RM>7.437: 29.000 (98%) | | | TAX<=534.500: 29.000 (103%) | | | TAX>534.500: 0.000 (0%)