Run
8760830

Run 8760830

Task 9977 (Supervised Classification) nomao Uploaded 31-12-2017 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.trees350
mlr.classif.ranger(9)_mtry40
mlr.classif.ranger(9)_min.node.size11436
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.388748956425116
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9324
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8593
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6541
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14971.3387
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2438
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
0.8589
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8598
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8598
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5974
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3276
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7252
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1724.4096
UserCPU time millis
43.806
UserCPU time millis testing
1.409
UserCPU time millis training
42.397