Run
8290414

Run 8290414

Task 145854 (Supervised Classification) nomao Uploaded 28-10-2017 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.trees845
mlr.classif.ranger(13)_mtry20
mlr.classif.ranger(13)_min.node.size262
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.510782012576237
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
0.9876
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9486
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8738
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26804.8159
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0957
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
0.9486
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9488
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9488
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2345
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1995
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4418
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1238.1609
UserCPU time millis
2173.318
UserCPU time millis testing
37.85
UserCPU time millis training
2135.468