Run
8253508

Run 8253508

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 26-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees584
mlr.classif.ranger(9)_mtry10
mlr.classif.ranger(9)_min.node.size3344
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.944479907024652
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.7612
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.691
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3739
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2537.1169
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4245
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
0.6925
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6937
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6937
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8581
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4491
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.903
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1838.6023
UserCPU time millis
18.106
UserCPU time millis testing
1.185
UserCPU time millis training
16.921