Run
8602507

Run 8602507

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 01-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees904
mlr.classif.ranger(15)_mtry11
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.755209615197964
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9819
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9316
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8617
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10280.8443
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1739
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
0.932
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9318
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9318
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3515
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2483
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4993
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1388.3696
UserCPU time millis
363.86
UserCPU time millis testing
8.91
UserCPU time millis training
354.95