Run
8361859

Run 8361859

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.trees392
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size350
mlr.classif.ranger(13)_sample.fraction0.608371221646667
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
0.9765
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9699
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.686
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1309.832
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0482
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
0.9697
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9719
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9719
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4718
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1469
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6501
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1329.4504
UserCPU time millis
37.435
UserCPU time millis testing
2.065
UserCPU time millis training
35.37