OpenML
8358638

Run 8358638

Task 145853 (Supervised Classification) madelon Uploaded 31-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1885
mlr.classif.ranger(13)_mtry33
mlr.classif.ranger(13)_min.node.size68
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.349071414815262
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.7797
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7057
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4146
Cross-validation details (10-fold Crossvalidation)
KB relative information score
340.6905
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4481
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7119
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7073
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7073
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8962
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4575
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9149
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1260.1277
UserCPU time millis
299.207
UserCPU time millis testing
7.544
UserCPU time millis training
291.663