Run
1839547

Run 1839547

Task 21 (Supervised Classification) car Uploaded 17-11-2016 by Casey Davis
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  • NumPy_1.11.1. Python_3.5.2. run_task SciPy_0.18.1. sklearn.tree.tree.DecisionTreeClassifier Sklearn_0.17.1. Thu_Nov_17_11.37.41_2016
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Flow

sklearn.tree.tree.DecisionTreeClassifier(4)Flow generated by run_task
sklearn.tree.tree.DecisionTreeClassifier(4)_min_weight_fraction_leaf0.0
sklearn.tree.tree.DecisionTreeClassifier(4)_min_samples_leaf1
sklearn.tree.tree.DecisionTreeClassifier(4)_min_samples_split2
sklearn.tree.tree.DecisionTreeClassifier(4)_class_weightNone
sklearn.tree.tree.DecisionTreeClassifier(4)_max_depthNone
sklearn.tree.tree.DecisionTreeClassifier(4)_splitterbest
sklearn.tree.tree.DecisionTreeClassifier(4)_random_stateNone
sklearn.tree.tree.DecisionTreeClassifier(4)_max_leaf_nodesNone
sklearn.tree.tree.DecisionTreeClassifier(4)_presortFalse
sklearn.tree.tree.DecisionTreeClassifier(4)_criteriongini
sklearn.tree.tree.DecisionTreeClassifier(4)_max_featuresNone

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

csv
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9859
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9837
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9646
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1649.2213
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0081
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9838
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9838
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.9838
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0354
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.09
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2662
Cross-validation details (10-fold Crossvalidation)