Run
8756763

Run 8756763

Task 125923 (Supervised Classification) Australian Uploaded 30-12-2017 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.trees1610
mlr.classif.ranger(9)_mtry12
mlr.classif.ranger(9)_min.node.size15
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.633820543810725
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
0.9363
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8684
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7345
Cross-validation details (10-fold Crossvalidation)
KB relative information score
446.3017
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1844
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
0.8697
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8681
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8681
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3734
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3049
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6136
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1859.7504
UserCPU time millis
7.295
UserCPU time millis testing
0.459
UserCPU time millis training
6.836