Run
8253846

Run 8253846

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.trees550
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size22
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.133819723688066
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
0.9383
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.861
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7184
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6916.1493
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2895
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
0.8628
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8617
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8617
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5851
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3397
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6829
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1822.3911
UserCPU time millis
34.717
UserCPU time millis testing
2.39
UserCPU time millis training
32.327