Run
8441924

Run 8441924

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 03-11-2017 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.trees986
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size370
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.536525745945983
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
0.8724
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7883
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5712
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4004.8159
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3835
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
0.7938
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7909
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7909
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7751
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.408
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8203
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1202.0792
UserCPU time millis
223.899
UserCPU time millis testing
17.28
UserCPU time millis training
206.619