Run
8251218

Run 8251218

Task 145972 (Supervised Classification) credit-g Uploaded 25-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees783
mlr.classif.ranger(9)_mtry17
mlr.classif.ranger(9)_min.node.size190
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.812365352339111
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.7632
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7215
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3134
Cross-validation details (10-fold Crossvalidation)
KB relative information score
159.7165
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.349
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
0.7205
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.738
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.738
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8306
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4154
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9064
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1846.3607
UserCPU time millis
2.991
UserCPU time millis testing
0.249
UserCPU time millis training
2.742