Run
8796910

Run 8796910

Task 9970 (Supervised Classification) hill-valley Uploaded 19-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1404
mlr.classif.ranger(9)_mtry36
mlr.classif.ranger(9)_min.node.size391
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.736385338613763
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
0.5465
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.527
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0561
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14.4888
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5283
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5281
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5281
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9911
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4988
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9975
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1891.9859
UserCPU time millis
64.131
UserCPU time millis testing
0.498
UserCPU time millis training
63.633