Run
8334554

Run 8334554

Task 145854 (Supervised Classification) nomao Uploaded 30-10-2017 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.trees670
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size39
mlr.classif.ranger(13)_sample.fraction0.935976756899618
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9935
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9626
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.908
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28253.6925
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0807
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9626
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9627
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9627
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1977
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1717
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3801
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1265.0196
UserCPU time millis
1435.104
UserCPU time millis testing
44.427
UserCPU time millis training
1390.677