Run
8657038

Run 8657038

Task 9889 (Supervised Classification) wilt Uploaded 16-12-2017 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.trees1761
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size46
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.471055397228338
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
0.9893
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9818
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8173
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2535.6692
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0335
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
0.9816
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9822
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9822
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1194
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5286
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1349.3886
UserCPU time millis
41.797
UserCPU time millis testing
1.85
UserCPU time millis training
39.947