Run
8721630

Run 8721630

Task 145854 (Supervised Classification) nomao Uploaded 29-12-2017 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.trees1580
mlr.classif.ranger(9)_mtry94
mlr.classif.ranger(9)_min.node.size5609
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.531208884529769
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
0.9269
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8641
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6715
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17369.4388
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2051
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
0.8669
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8625
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8625
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5025
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.311
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6884
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1730.7262
UserCPU time millis
1942.666
UserCPU time millis testing
9.945
UserCPU time millis training
1932.721