Run
8773630

Run 8773630

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 04-01-2018 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.trees670
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size10
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.328934385091998
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9698
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9014
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7780.2693
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.264
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
0.9029
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9018
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9018
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5335
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3089
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.621
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1367.9559
UserCPU time millis
57.574
UserCPU time millis testing
5.441
UserCPU time millis training
52.133