Run
8361221

Run 8361221

Task 145854 (Supervised Classification) nomao Uploaded 31-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees817
mlr.classif.ranger(13)_mtry16
mlr.classif.ranger(13)_min.node.size234
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.503922650474124
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
0.988
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9497
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8762
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26797.0604
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0963
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9496
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9499
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9499
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2359
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1983
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.439
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1248.2477
UserCPU time millis
2032.16
UserCPU time millis testing
47.736
UserCPU time millis training
1984.424