Run
8635718

Run 8635718

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 10-12-2017 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.trees277
mlr.classif.ranger(15)_mtry10
mlr.classif.ranger(15)_min.node.size9
mlr.classif.ranger(15)_sample.fraction0.870226890780032
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
0.9796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9266
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8514
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9730.7785
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1942
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
0.927
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9268
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9268
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3925
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2618
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5264
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1350.9418
UserCPU time millis
83.69
UserCPU time millis testing
2.07
UserCPU time millis training
81.62