Run
8773632

Run 8773632

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 04-01-2018 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.trees1190
mlr.classif.ranger(16)_mtry1
mlr.classif.ranger(16)_min.node.size6
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.853018270037137
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
0.9819
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9251
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8483
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8261.6161
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2495
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
0.9263
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9254
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9254
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5043
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2919
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.587
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1371.9477
UserCPU time millis
163.203
UserCPU time millis testing
13.911
UserCPU time millis training
149.292