OpenML
555323

Run 555323

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 13-04-2016 by Pattarawat Chormai
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  • NumPy_1.10.0.post2. Python_2.7.9. run_task SciPy_0.17.0. sklearn.neighbors.classification.KNeighborsClassifier Sklearn_0.17.1. Wed_Apr_13_23.58.35_2016
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(2)Flow generated by run_task
sklearn.neighbors.classification.KNeighborsClassifier(2)_n_neighbors5
sklearn.neighbors.classification.KNeighborsClassifier(2)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(2)_algorithmbrute
sklearn.neighbors.classification.KNeighborsClassifier(2)_metriccosine
sklearn.neighbors.classification.KNeighborsClassifier(2)_metric_paramsNone
sklearn.neighbors.classification.KNeighborsClassifier(2)_p2
sklearn.neighbors.classification.KNeighborsClassifier(2)_weightsuniform
sklearn.neighbors.classification.KNeighborsClassifier(2)_leaf_size30

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9955
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9723
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.944
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13423.8189
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0557
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
0.9723
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9723
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9723
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1125
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1541
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3099
Cross-validation details (10-fold Crossvalidation)