Run
8789331

Run 8789331

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 13-01-2018 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees825
mlr.classif.ranger(16)_mtry8
mlr.classif.ranger(16)_min.node.size2
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.742371992883272
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9844
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9377
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8738
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10270.9909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1753
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
0.938
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9378
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9378
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3543
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2453
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4932
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.3492
UserCPU time millis
266.113
UserCPU time millis testing
8.482
UserCPU time millis training
257.631