Run
7159844

Run 7159844

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.trees835
mlr.classif.ranger(13)_mtry12
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.507763085747138
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
0.975
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9181
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8342
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9479.7206
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2022
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
0.9186
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9183
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9183
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4087
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2712
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5453
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.2451
UserCPU time millis
889.806
UserCPU time millis testing
27.217
UserCPU time millis training
862.589