Run
8686265

Run 8686265

Task 3485 (Supervised Classification) scene Uploaded 25-12-2017 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.trees1734
mlr.classif.ranger(9)_mtry224
mlr.classif.ranger(9)_min.node.size11
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.261417399835773
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
0.9702
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9383
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7775
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1343.9893
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1445
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
0.9461
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9427
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4912
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2245
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5856
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1847.3406
UserCPU time millis
705.162
UserCPU time millis testing
1.144
UserCPU time millis training
704.018