Run
8853776

Run 8853776

Task 145854 (Supervised Classification) nomao Uploaded 28-01-2018 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.trees233
mlr.classif.ranger(9)_mtry50
mlr.classif.ranger(9)_min.node.size1186
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.360909575223923
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
0.98
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9233
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8079
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24713.0499
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1204
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
0.9263
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9254
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9254
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2949
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.229
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5069
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1856.0093
UserCPU time millis
151.52
UserCPU time millis testing
1.328
UserCPU time millis training
150.192