Run
8276860

Run 8276860

Task 145854 (Supervised Classification) nomao Uploaded 27-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1595
mlr.classif.ranger(13)_mtry13
mlr.classif.ranger(13)_min.node.size814
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.569649413134903
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9844
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9374
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8448
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25062.0363
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1191
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
0.9377
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9381
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9381
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2917
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2177
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.482
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1265.3963
UserCPU time millis
2768.866
UserCPU time millis testing
68.355
UserCPU time millis training
2700.511