Run
8535158

Run 8535158

Task 145854 (Supervised Classification) nomao Uploaded 17-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1590
mlr.classif.ranger(15)_mtry72
mlr.classif.ranger(15)_min.node.size5352
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.981968721863814
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9153
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7868
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24305.1651
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1241
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
0.9205
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9183
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9183
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.304
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2376
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5259
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1392.1649
UserCPU time millis
2704.13
UserCPU time millis testing
20.67
UserCPU time millis training
2683.46