Run
8600563

Run 8600563

Task 145854 (Supervised Classification) nomao Uploaded 30-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1817
mlr.classif.ranger(9)_mtry95
mlr.classif.ranger(9)_min.node.size15569
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.731762278545648
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9184
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8593
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6588
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16223.1148
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.224
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
0.8613
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8579
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8579
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5488
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3233
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7158
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1982.251
UserCPU time millis
845.659
UserCPU time millis testing
7.646
UserCPU time millis training
838.013