Run
8773601

Run 8773601

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.trees1695
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size2
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.191151034040377
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
0.9674
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8977
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7927
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7556.3434
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2715
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
0.8994
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8982
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8982
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5488
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3148
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.633
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1368.1904
UserCPU time millis
118.052
UserCPU time millis testing
12.018
UserCPU time millis training
106.034