Run
8362349

Run 8362349

Task 9889 (Supervised Classification) wilt 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.trees144
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size2
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.156097540725023
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
0.9878
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9782
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7719
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2574.9142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0366
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.979
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9797
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9797
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.358
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1207
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5345
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1293.5591
UserCPU time millis
10.361
UserCPU time millis testing
0.765
UserCPU time millis training
9.596