Run
6237623

Run 6237623

Task 3485 (Supervised Classification) scene Uploaded 28-08-2017 by OpenML_Bot R
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  • AzureBot3 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1862
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_sample.fraction0.23009245051071
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
0.9242
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8212
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3178
Cross-validation details (10-fold Crossvalidation)
KB relative information score
518.1464
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2228
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8693
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8587
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8587
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7573
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3073
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8014
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1302.7968
UserCPU time millis
138.057
UserCPU time millis testing
6.055
UserCPU time millis training
132.002