Run
8628586

Run 8628586

Task 145854 (Supervised Classification) nomao Uploaded 09-12-2017 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.trees1668
mlr.classif.ranger(16)_mtry44
mlr.classif.ranger(16)_min.node.size38
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.475247260765173
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.992
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9612
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9047
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28810.0619
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0707
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
0.9611
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9612
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9612
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1733
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1733
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3836
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
919.2512
UserCPU time millis
6115.18
UserCPU time millis testing
35.046
UserCPU time millis training
6080.134