Run
3772514

Run 3772514

Task 145854 (Supervised Classification) nomao Uploaded 03-07-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot20 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.trees18
mlr.classif.ranger(13)_mtry83
mlr.classif.ranger(13)_sample.fraction0.213637546636164
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
0.9894
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9596
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9007
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28645.7985
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0723
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
0.9596
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9597
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9597
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1773
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1788
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3958
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1298.2094
UserCPU time millis
147.684
UserCPU time millis testing
3.465
UserCPU time millis training
144.219