Run
2083585

Run 2083585

Task 31 (Supervised Classification) credit-g Uploaded 23-04-2017 by Jeroen van Hoof
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  • NumPy_1.12.1. Python_3.5.3. run_task SciPy_0.19.0. sklearn.tree.tree.ExtraTreeClassifier Sklearn_0.18.1. Sun_Apr_23_20.25.11_2017
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Flow

sklearn.tree.tree.ExtraTreeClassifier(1)Automatically created sub-component.
sklearn.tree.tree.ExtraTreeClassifier(1)_class_weightNone
sklearn.tree.tree.ExtraTreeClassifier(1)_criteriongini
sklearn.tree.tree.ExtraTreeClassifier(1)_max_depth5
sklearn.tree.tree.ExtraTreeClassifier(1)_max_features6
sklearn.tree.tree.ExtraTreeClassifier(1)_max_leaf_nodesNone
sklearn.tree.tree.ExtraTreeClassifier(1)_min_impurity_split1e-07
sklearn.tree.tree.ExtraTreeClassifier(1)_min_samples_leaf1
sklearn.tree.tree.ExtraTreeClassifier(1)_min_samples_split2
sklearn.tree.tree.ExtraTreeClassifier(1)_min_weight_fraction_leaf0.0
sklearn.tree.tree.ExtraTreeClassifier(1)_random_state3
sklearn.tree.tree.ExtraTreeClassifier(1)_splitterrandom

Result files

xml
Description

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

arff
Predictions

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

17 Evaluation measures

Area under ROC curve
0.695
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6945
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2414
Cross-validation details (10-fold Crossvalidation)
KB relative information score
130.8071
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3566
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7184
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.736
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.736
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8488
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4382
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9562
Cross-validation details (10-fold Crossvalidation)