OpenML
7936579

Run 7936579

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 26-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.imputed.dummied.preproc(1)Learner mlr.classif.rpart.imputed.dummied.preproc from package(s) rpart.
mlr.classif.rpart.imputed.dummied.preproc(1)_minsplit16
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket64
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.00654210793853858
mlr.classif.rpart.imputed.dummied.preproc(1)_xval0
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.seed1
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.kindMersenne-Twister
mlr.classif.rpart.imputed.dummied.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
0.7528
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7227
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4388
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4006.8321
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3787
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
0.7292
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7272
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7272
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7654
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4395
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8837
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.24
UserCPU time millis testing
0.065
UserCPU time millis training
4.175