Run
8585778

Run 8585778

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 28-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees372
mlr.classif.ranger(16)_mtry10
mlr.classif.ranger(16)_min.node.size407
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.480135875451379
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.8618
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7745
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5436
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4717.2311
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3577
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
0.7819
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.778
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.778
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.723
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3997
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8035
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1359.9612
UserCPU time millis
27.172
UserCPU time millis testing
1.416
UserCPU time millis training
25.756