Run
8855367

Run 8855367

Task 145854 (Supervised Classification) nomao Uploaded 28-01-2018 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.trees970
mlr.classif.ranger(9)_mtry73
mlr.classif.ranger(9)_min.node.size17
mlr.classif.ranger(9)_sample.fraction0.486869142507203
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
0.9926
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9124
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29181.0371
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0664
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
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9644
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9644
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1626
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1678
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3715
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1748.9362
UserCPU time millis
2090.999
UserCPU time millis testing
10.289
UserCPU time millis training
2080.71