Run
2417581

Run 2417581

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 19-06-2017 by Joaquin Vanschoren
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Flow

sklearn.tree.tree.ExtraTreeClassifier(2)Automatically created scikit-learn flow.
sklearn.tree.tree.ExtraTreeClassifier(2)_class_weightnull
sklearn.tree.tree.ExtraTreeClassifier(2)_criterion"gini"
sklearn.tree.tree.ExtraTreeClassifier(2)_max_depthnull
sklearn.tree.tree.ExtraTreeClassifier(2)_max_features"auto"
sklearn.tree.tree.ExtraTreeClassifier(2)_max_leaf_nodesnull
sklearn.tree.tree.ExtraTreeClassifier(2)_min_impurity_split1e-07
sklearn.tree.tree.ExtraTreeClassifier(2)_min_samples_leaf1
sklearn.tree.tree.ExtraTreeClassifier(2)_min_samples_split2
sklearn.tree.tree.ExtraTreeClassifier(2)_min_weight_fraction_leaf0.0
sklearn.tree.tree.ExtraTreeClassifier(2)_random_state53906
sklearn.tree.tree.ExtraTreeClassifier(2)_splitter"random"

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
0.7951
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7969
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5897
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8798.8613
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2032
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4948
Cross-validation details (10-fold Crossvalidation)
Number of instances
14980
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.797
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7968
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7968
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4107
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4508
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9063
Cross-validation details (10-fold Crossvalidation)