Run
5326

Run 5326

Task 403 (Supervised Classification) eeg-eye-state Uploaded 05-11-2019 by Test Test
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Flow

sklearn.tree.tree.ExtraTreeClassifier(2)An extremely randomized tree classifier. Extra-trees differ from classic decision trees in the way they are built. When looking for the best split to separate the samples of a node into two groups, random splits are drawn for each of the `max_features` randomly selected features and the best split among those is chosen. When `max_features` is set 1, this amounts to building a totally random decision tree. Warning: Extra-trees should only be used within ensemble methods.
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_decrease0.0
sklearn.tree.tree.ExtraTreeClassifier(2)_min_impurity_splitnull
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_state29774
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.

18 Evaluation measures

0.7879 ± 0.0119
Per class
Cross-validation details (10-fold Crossvalidation)
0.7897 ± 0.0116
Per class
Cross-validation details (10-fold Crossvalidation)
0.5752 ± 0.0235
Cross-validation details (10-fold Crossvalidation)
0.5727 ± 0.0234
Cross-validation details (10-fold Crossvalidation)
0.2104 ± 0.0115
Cross-validation details (10-fold Crossvalidation)
0.4948 ± 0
Cross-validation details (10-fold Crossvalidation)
0.7896 ± 0.0115
Cross-validation details (10-fold Crossvalidation)
14980
Per class
Cross-validation details (10-fold Crossvalidation)
0.7899 ± 0.0117
Per class
Cross-validation details (10-fold Crossvalidation)
0.7896 ± 0.0115
Cross-validation details (10-fold Crossvalidation)
0.9924 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
0.4253 ± 0.0233
Cross-validation details (10-fold Crossvalidation)
0.4974 ± 0
Cross-validation details (10-fold Crossvalidation)
0.4587 ± 0.0126
Cross-validation details (10-fold Crossvalidation)
0.9223 ± 0.0254
Cross-validation details (10-fold Crossvalidation)
0.7879 ± 0.0119
Cross-validation details (10-fold Crossvalidation)