Run
2083588

Run 2083588

Task 47 (Supervised Classification) tae 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_20.32.03_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)_criterionentropy
sklearn.tree.tree.ExtraTreeClassifier(1)_max_depthNone
sklearn.tree.tree.ExtraTreeClassifier(1)_max_features0.5
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
0.7933
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7018
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5526
Cross-validation details (10-fold Crossvalidation)
KB relative information score
90.1769
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1957
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7023
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.702
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.702
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4405
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9163
Cross-validation details (10-fold Crossvalidation)