Run
8648768

Run 8648768

Task 145854 (Supervised Classification) nomao Uploaded 13-12-2017 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.trees427
mlr.classif.ranger(16)_mtry98
mlr.classif.ranger(16)_min.node.size1988
mlr.classif.ranger(16)_sample.fraction0.192227669386193
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
0.9328
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8667
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6768
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17538.8293
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.204
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
0.8687
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8655
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8655
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3085
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6829
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
984.7691
UserCPU time millis
584.155
UserCPU time millis testing
3.651
UserCPU time millis training
580.504