Run
8314079

Run 8314079

Task 3485 (Supervised Classification) scene Uploaded 29-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1638
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size13
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.572043976606801
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
0.9351
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.846
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4173
Cross-validation details (10-fold Crossvalidation)
KB relative information score
642.8458
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2102
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8814
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8733
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8733
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7144
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2957
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7712
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1294.6468
UserCPU time millis
189.132
UserCPU time millis testing
7.258
UserCPU time millis training
181.874