Run
8759466

Run 8759466

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 31-12-2017 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.trees326
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size428
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.974572601541877
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9972
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9582
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.587
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3355.5713
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0659
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
0.9651
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9646
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9646
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5698
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1505
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6264
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1723.6152
UserCPU time millis
32.768
UserCPU time millis testing
1.632
UserCPU time millis training
31.136