Run
8561095

Run 8561095

Task 145972 (Supervised Classification) credit-g Uploaded 26-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees11
mlr.classif.ranger(16)_mtry17
mlr.classif.ranger(16)_min.node.size50
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.605959947803058
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.7717
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7406
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3591
Cross-validation details (10-fold Crossvalidation)
KB relative information score
183.6888
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3371
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7437
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.758
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.758
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8023
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4109
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8966
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1364.1298
UserCPU time millis
0.558
UserCPU time millis testing
0.057
UserCPU time millis training
0.501