Run
8653957

Run 8653957

Task 3913 (Supervised Classification) kc2 Uploaded 15-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1291
mlr.classif.ranger(15)_mtry14
mlr.classif.ranger(15)_min.node.size2
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.524777848995291
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8061
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8239
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4358
Cross-validation details (10-fold Crossvalidation)
KB relative information score
129.1277
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2202
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3266
Cross-validation details (10-fold Crossvalidation)
Number of instances
522
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8206
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8333
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.734
Cross-validation details (10-fold Crossvalidation)
Recall
0.8333
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6744
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3458
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8566
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1770.3645
UserCPU time millis
5.32
UserCPU time millis testing
0.3
UserCPU time millis training
5.02