Run
6360981

Run 6360981

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 29-08-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot14 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees738
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_sample.fraction0.524807886593044
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9752
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9123
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8224
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8140.8603
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2522
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
0.9136
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9127
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9127
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5098
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2982
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5996
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1249.09
UserCPU time millis
382.73
UserCPU time millis testing
28.694
UserCPU time millis training
354.036