Run
8362175

Run 8362175

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.trees874
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size3
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.125552392331883
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
0.9903
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9789
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7784
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2597.9531
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0355
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
0.9798
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9804
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9804
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3469
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1196
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5293
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1314.5616
UserCPU time millis
51.974
UserCPU time millis testing
3.289
UserCPU time millis training
48.685