Run
7934122

Run 7934122

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)_minbucket2
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.000193912259983884
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
0.8781
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8399
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.676
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9401.4444
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1911
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
0.8399
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8401
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8401
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3863
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3683
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7405
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.836
UserCPU time millis testing
0.218
UserCPU time millis training
3.618