Run
8131729

Run 8131729

Task 145848 (Supervised Classification) ilpd Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees579
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size10
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.979266327340156
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.7158
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6674
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1625
Cross-validation details (10-fold Crossvalidation)
KB relative information score
65.0188
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3425
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6597
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.681
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.681
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8373
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4391
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9713
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1846.8932
UserCPU time millis
4.167
UserCPU time millis testing
0.607
UserCPU time millis training
3.56