Run
7176714

Run 7176714

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.trees735
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_sample.fraction0.428909080242738
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9741
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9139
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8256
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8732.887
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2301
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
0.9147
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9142
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9142
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4651
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2864
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5759
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1281.0393
UserCPU time millis
405.823
UserCPU time millis testing
22.883
UserCPU time millis training
382.94