Run
8212111

Run 8212111

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 23-10-2017 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.trees753
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size5342
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.433098704344593
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
0.6726
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5122
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1113
Cross-validation details (10-fold Crossvalidation)
KB relative information score
387.2033
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4854
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
0.6333
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5919
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.5919
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.981
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.489
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9832
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
787.1082
UserCPU time millis
19.165
UserCPU time millis testing
2.073
UserCPU time millis training
17.092