Run
7207299

Run 7207299

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 04-09-2017 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.trees562
mlr.classif.ranger(13)_mtry10
mlr.classif.ranger(13)_sample.fraction0.55501363328658
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
0.9753
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9187
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8354
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9263.8857
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2105
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
0.9193
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9189
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9189
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4255
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.275
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5529
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1295.7188
Total cost
UserCPU time millis
521.096
UserCPU time millis testing
18.68
UserCPU time millis training
502.416