Run
8644336

Run 8644336

Task 145854 (Supervised Classification) nomao Uploaded 11-12-2017 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.trees1811
mlr.classif.ranger(15)_mtry110
mlr.classif.ranger(15)_min.node.size373
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.620722767128609
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
0.9854
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9447
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.864
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27057.322
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0906
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
0.9447
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.945
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.945
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2221
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2034
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4504
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1339.3426
UserCPU time millis
6738.66
UserCPU time millis testing
28.03
UserCPU time millis training
6710.63