Run
8857298

Run 8857298

Task 125923 (Supervised Classification) Australian Uploaded 30-01-2018 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.trees178
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size51
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.931300848932005
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
0.9351
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8662
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7287
Cross-validation details (10-fold Crossvalidation)
KB relative information score
352.4309
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2644
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8668
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5353
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3259
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6558
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1755.3617
UserCPU time millis
0.459
UserCPU time millis testing
0.067
UserCPU time millis training
0.392