Run
8773542

Run 8773542

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 04-01-2018 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.trees1916
mlr.classif.ranger(16)_mtry77
mlr.classif.ranger(16)_min.node.size6154
mlr.classif.ranger(16)_sample.fraction0.62637341520749
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9919
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9606
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6141
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1123.0535
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0661
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
0.9666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9663
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9663
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5717
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1649
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6859
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1357.9279
UserCPU time millis
913.847
UserCPU time millis testing
5.581
UserCPU time millis training
908.266