Run
6238489

Run 6238489

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 28-08-2017 by OpenML_Bot R
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  • AzureBot14 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost0.999425950554616
mlr.classif.svm(6)_gamma308.824812922201
mlr.classif.svm(6)_openml.seed1
mlr.classif.svm(6)_openml.kindMersenne-Twister
mlr.classif.svm(6)_openml.normal.kindInversion

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.

21 Evaluation measures

Area under ROC curve
0.6537
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4309
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0385
Cross-validation details (10-fold Crossvalidation)
KB relative information score
265.2904
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4875
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
0.6795
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5662
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.5662
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9854
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4923
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9897
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1264.9179
UserCPU time millis
2539.425
UserCPU time millis testing
12.883
UserCPU time millis training
2526.542