Run
8369249

Run 8369249

Task 145853 (Supervised Classification) madelon 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.trees1499
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size26
mlr.classif.ranger(13)_sample.fraction0.706702785287052
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
0.7048
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6341
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2692
Cross-validation details (10-fold Crossvalidation)
KB relative information score
112.6829
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.484
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6353
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6346
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6346
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.968
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4857
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9713
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1251.7397
UserCPU time millis
208.031
UserCPU time millis testing
10.059
UserCPU time millis training
197.972