Run
8788639

Run 8788639

Task 145853 (Supervised Classification) madelon Uploaded 12-01-2018 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.trees170
mlr.classif.ranger(16)_mtry412
mlr.classif.ranger(16)_min.node.size31
mlr.classif.ranger(16)_sample.fraction0.390217663673684
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
0.8658
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7947
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.59
Cross-validation details (10-fold Crossvalidation)
KB relative information score
774.7488
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3719
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.797
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.795
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.795
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7438
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4052
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8105
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1225.1885
UserCPU time millis
189.321
UserCPU time millis testing
0.642
UserCPU time millis training
188.679