Run
10559913

Run 10559913

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 13-06-2021 by Gwenaël Ebersohl
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

sklearn.neighbors._classification.KNeighborsClassifier(7)Classifier implementing the k-nearest neighbors vote.
sklearn.neighbors._classification.KNeighborsClassifier(7)_algorithm"auto"
sklearn.neighbors._classification.KNeighborsClassifier(7)_leaf_size30
sklearn.neighbors._classification.KNeighborsClassifier(7)_metric"minkowski"
sklearn.neighbors._classification.KNeighborsClassifier(7)_metric_paramsnull
sklearn.neighbors._classification.KNeighborsClassifier(7)_n_jobsnull
sklearn.neighbors._classification.KNeighborsClassifier(7)_n_neighbors2
sklearn.neighbors._classification.KNeighborsClassifier(7)_p2
sklearn.neighbors._classification.KNeighborsClassifier(7)_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.

18 Evaluation measures

Area under ROC curve
0.9914 ± 0.0032
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9693 ± 0.0044
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9378 ± 0.0089
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.936 ± 0.0058
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0315 ± 0.0029
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4948 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.9694 ± 0.0044
Cross-validation details (10-fold Crossvalidation)
Number of instances
14980
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9703 ± 0.0041
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9694 ± 0.0044
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0637 ± 0.0058
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1387 ± 0.0099
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2788 ± 0.02
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.9666 ± 0.0048
Cross-validation details (10-fold Crossvalidation)