Run
7159362

Run 7159362

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 04-09-2017 by OpenML_Bot R
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  • AzureBot14 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees2000
mlr.classif.ranger(13)_mtry13
mlr.classif.ranger(13)_sample.fraction0.337924621650018
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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.

21 Evaluation measures

Area under ROC curve
0.9685
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9048
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8073
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8737.8966
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2284
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
0.9054
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9051
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9051
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4616
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2906
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5842
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1297.9801
UserCPU time millis
1549.55
UserCPU time millis testing
55.711
UserCPU time millis training
1493.839