Run
8692077

Run 8692077

Task 145854 (Supervised Classification) nomao Uploaded 26-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1638
mlr.classif.ranger(16)_mtry22
mlr.classif.ranger(16)_min.node.size351
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.423514714720659
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9857
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9428
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8589
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26201.5747
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1027
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9432
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9432
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2516
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2078
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4601
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1366.8361
UserCPU time millis
1374.259
UserCPU time millis testing
14.92
UserCPU time millis training
1359.339