OpenML
7936778

Run 7936778

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

mlr.classif.ranger.imputed.dummied.preproc(1)Learner mlr.classif.ranger.imputed.dummied.preproc from package(s) ranger.
mlr.classif.ranger.imputed.dummied.preproc(1)_mtry4
mlr.classif.ranger.imputed.dummied.preproc(1)_respect.unordered.factorsTRUE
mlr.classif.ranger.imputed.dummied.preproc(1)_num.threads1
mlr.classif.ranger.imputed.dummied.preproc(1)_verboseFALSE
mlr.classif.ranger.imputed.dummied.preproc(1)_openml.seed1
mlr.classif.ranger.imputed.dummied.preproc(1)_openml.kindMersenne-Twister
mlr.classif.ranger.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
0.9826
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.931
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8604
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9462.69
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2054
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
0.9315
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9312
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9312
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4152
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2641
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5309
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
96.531
UserCPU time millis testing
13.623
UserCPU time millis training
82.908