Run
8630248

Run 8630248

Task 146803 (Supervised Classification) credit-g Uploaded 09-12-2017 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.trees1827
mlr.classif.ranger(16)_mtry8
mlr.classif.ranger(16)_min.node.size224
mlr.classif.ranger(16)_sample.fraction0.525914850388654
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
0.7739
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6316
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1056
Cross-validation details (10-fold Crossvalidation)
KB relative information score
110.6171
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3715
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
0.7144
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.717
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.717
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8843
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4202
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.917
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1215.147
UserCPU time millis
3.62
UserCPU time millis testing
0.503
UserCPU time millis training
3.117