Run
8362233

Run 8362233

Task 9889 (Supervised Classification) wilt Uploaded 31-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees800
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size44
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.701342505193315
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
0.9887
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9823
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8244
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2728.4027
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0289
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
0.9821
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9824
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9824
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2824
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1182
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5231
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1279.2777
UserCPU time millis
114.658
UserCPU time millis testing
4.726
UserCPU time millis training
109.932