Run
8856979

Run 8856979

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 30-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1079
mlr.classif.ranger(9)_mtry13
mlr.classif.ranger(9)_min.node.size60
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.345005177985877
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
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8647
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7258
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7279.2091
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2761
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
0.8662
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8654
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8654
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.558
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3335
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6705
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1708.1541
UserCPU time millis
145.276
UserCPU time millis testing
5.966
UserCPU time millis training
139.31