Run
7936594

Run 7936594

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)_minsplit2
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket16
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.000165269274646592
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
0.8776
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8165
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6285
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8185.2922
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2356
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
0.8165
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8168
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8168
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4762
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3724
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7487
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.988
UserCPU time millis testing
0.222
UserCPU time millis training
3.766