Run
8210952

Run 8210952

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 23-10-2017 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.trees1641
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size349
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.526832116418518
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
0.8609
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7792
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5529
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3292.9141
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4057
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
0.7866
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7825
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7825
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8199
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4232
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.851
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1846.9558
UserCPU time millis
62.971
UserCPU time millis testing
7.459
UserCPU time millis training
55.512