Run
8370847

Run 8370847

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

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees841
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size3
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.635463259159587
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
0.7167
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.642
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2846
Cross-validation details (10-fold Crossvalidation)
KB relative information score
144.031
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4793
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
0.6427
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6423
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6423
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9586
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4818
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9635
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1245.0849
UserCPU time millis
179.86
UserCPU time millis testing
9.556
UserCPU time millis training
170.304