Run
8217675

Run 8217675

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 24-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1039
mlr.classif.ranger(9)_mtry100
mlr.classif.ranger(9)_min.node.size4942
mlr.classif.ranger(9)_sample.fraction0.385766084981151
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
0.9807
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9464
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4542
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1920.9494
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0771
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9576
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.957
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.957
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6669
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1759
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7321
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1852.3877
UserCPU time millis
52.924
UserCPU time millis testing
2.24
UserCPU time millis training
50.684