Run
8546026

Run 8546026

Task 145972 (Supervised Classification) credit-g Uploaded 20-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees664
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size19
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.422716900659725
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.7972
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6967
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2494
Cross-validation details (10-fold Crossvalidation)
KB relative information score
146.0648
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.361
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
0.7446
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.746
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.746
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8591
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4102
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8952
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1327.4232
UserCPU time millis
2.29
UserCPU time millis testing
0.34
UserCPU time millis training
1.95