Run
7215309

Run 7215309

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 05-09-2017 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.trees491
mlr.classif.ranger(13)_mtry10
mlr.classif.ranger(13)_sample.fraction0.499671257613227
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
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9158
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8295
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9147.8985
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2146
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
0.9164
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.916
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.916
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4337
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2781
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5591
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1281.0209
UserCPU time millis
427.97
UserCPU time millis testing
15.203
UserCPU time millis training
412.767