Run
8596550

Run 8596550

Task 9889 (Supervised Classification) wilt Uploaded 30-11-2017 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.trees472
mlr.classif.ranger(16)_mtry5
mlr.classif.ranger(16)_min.node.size450
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.931405711988919
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
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9696
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6933
Cross-validation details (10-fold Crossvalidation)
KB relative information score
971.3425
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0476
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.969
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9704
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9704
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4657
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.155
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6861
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1364.7573
UserCPU time millis
13.011
UserCPU time millis testing
0.415
UserCPU time millis training
12.596