Run
8778736

Run 8778736

Task 145972 (Supervised Classification) credit-g Uploaded 06-01-2018 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.trees1141
mlr.classif.ranger(16)_mtry18
mlr.classif.ranger(16)_min.node.size4
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.981166583369486
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
0.7514
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7189
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3239
Cross-validation details (10-fold Crossvalidation)
KB relative information score
215.7802
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3154
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
0.7164
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7506
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.434
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9471
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1382.5124
UserCPU time millis
21.037
UserCPU time millis testing
1.105
UserCPU time millis training
19.932