OpenML
7931995

Run 7931995

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 15-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.C50.imputed.preproc(1)Learner mlr.classif.C50.imputed.preproc from package(s) C50.
mlr.classif.C50.imputed.preproc(1)_openml.seed1
mlr.classif.C50.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.C50.imputed.preproc(1)_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.

20 Evaluation measures

Area under ROC curve
0.8996
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8456
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6878
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9574.1627
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.185
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
0.8456
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8458
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8458
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.374
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3581
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.72
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.991
UserCPU time millis testing
0.535
UserCPU time millis training
9.456