OpenML
6235906

Run 6235906

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 28-08-2017 by OpenML_Bot R
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost1.20856755188675
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree4
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
0.5144
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3916
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0004
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4.4743
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4949
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
0.3038
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.551
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.551
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0003
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4976
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0004
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1252.14
UserCPU time millis
672.193
UserCPU time millis testing
6.76
UserCPU time millis training
665.433