Run
8635698

Run 8635698

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 10-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees648
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size476
mlr.classif.ranger(15)_sample.fraction0.447050998033956
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8495
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7696
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5333
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3457.0313
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4
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
0.775
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7726
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7726
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8084
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4213
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.847
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1425.3418
UserCPU time millis
25.18
UserCPU time millis testing
2.31
UserCPU time millis training
22.87