Run
7936599

Run 7936599

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)_minsplit64
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket2
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.0411498869261857
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
0.6704
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6617
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3144
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1996.1147
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.441
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
0.6631
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.665
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.665
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8914
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4707
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9465
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
3.407
UserCPU time millis testing
0.069
UserCPU time millis training
3.338