Run
8434520

Run 8434520

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 02-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees167
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size2
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.77344523218926
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
0.9826
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9267
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8515
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8491.2012
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2412
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
0.928
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.927
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.927
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4876
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2864
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5758
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1216.8826
UserCPU time millis
161.728
UserCPU time millis testing
16.319
UserCPU time millis training
145.409