OpenML
7977331

Run 7977331

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 17-10-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1506
mlr.classif.ranger(9)_mtry12
mlr.classif.ranger(9)_min.node.size1770
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.817446735920385
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.7743
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7043
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.402
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3042.7014
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4085
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
0.7119
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7099
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7099
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8257
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.887
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1857.2361
UserCPU time millis
59.22
UserCPU time millis testing
3.739
UserCPU time millis training
55.481