Run
8624567

Run 8624567

Task 145847 (Supervised Classification) hill-valley Uploaded 07-12-2017 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.trees1307
mlr.classif.ranger(9)_mtry38
mlr.classif.ranger(9)_min.node.size24
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.907696425775066
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
0.6046
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1551
Cross-validation details (10-fold Crossvalidation)
KB relative information score
97.4147
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4653
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
0.5776
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5776
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5776
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9307
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5017
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0035
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1046.7542
UserCPU time millis
243.741
UserCPU time millis testing
0.917
UserCPU time millis training
242.824