Run
6430

Run 6430

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

sklearn.neighbors.classification.KNeighborsClassifier(1)Classifier implementing the k-nearest neighbors vote.
sklearn.neighbors.classification.KNeighborsClassifier(1)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(1)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(1)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(1)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(1)_n_jobsnull
sklearn.neighbors.classification.KNeighborsClassifier(1)_n_neighbors5
sklearn.neighbors.classification.KNeighborsClassifier(1)_p2
sklearn.neighbors.classification.KNeighborsClassifier(1)_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
0.9947 ± 0.0014
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.969 ± 0.0029
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9374 ± 0.0058
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.8914 ± 0.0047
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0579 ± 0.0025
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4948 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.969 ± 0.0029
Cross-validation details (10-fold Crossvalidation)
Number of instances
14980
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.969 ± 0.0029
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.969 ± 0.0029
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.117 ± 0.005
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.159 ± 0.0041
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3196 ± 0.0083
Cross-validation details (10-fold Crossvalidation)
Unweighted recall
0.9684 ± 0.0029
Cross-validation details (10-fold Crossvalidation)