Run
8739202

Run 8739202

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.trees1466
mlr.classif.ranger(9)_mtry48
mlr.classif.ranger(9)_min.node.size118
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.200319219450466
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
0.9868
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9482
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8728
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26934.6158
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0936
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
0.9481
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9484
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9484
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2293
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2003
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4435
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1890.9941
UserCPU time millis
901.388
UserCPU time millis testing
11.5
UserCPU time millis training
889.888