OpenML
4383338

Run 4383338

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 05-07-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot13 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1656
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.287656970974058
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9689
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.902
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8015
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8030.0106
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2547
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
0.9032
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9024
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9024
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5148
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.304
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6112
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1283.4819
UserCPU time millis
650.066
UserCPU time millis testing
47.859
UserCPU time millis training
602.207