Run
8248960

Run 8248960

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 25-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees587
mlr.classif.ranger(9)_mtry11
mlr.classif.ranger(9)_min.node.size3175
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.393992860917933
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.7061
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.653
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2982
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1334.9545
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4596
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
0.6584
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6595
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6595
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9289
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4716
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9483
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1776.1936
UserCPU time millis
12.009
UserCPU time millis testing
1.031
UserCPU time millis training
10.978