Run
8857770

Run 8857770

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 05-02-2018 by F M
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(20)Automatically created scikit-learn flow.
sklearn.neighbors.classification.KNeighborsClassifier(20)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(20)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(20)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(20)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_neighbors3
sklearn.neighbors.classification.KNeighborsClassifier(20)_p2
sklearn.neighbors.classification.KNeighborsClassifier(20)_weights"uniform"

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
0.9931 ± 0.0019
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9747 ± 0.0041
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9489 ± 0.0083
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13747.0866 ± 8.5474
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0428 ± 0.0027
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4948 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
14980
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9747 ± 0.0041
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9747 ± 0.0041
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9747 ± 0.0041
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0865 ± 0.0055
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1478 ± 0.0074
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2972 ± 0.0148
Cross-validation details (10-fold Crossvalidation)