Run
8561035

Run 8561035

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.trees911
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size20
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.697229682793841
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
0.7974
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7131
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2878
Cross-validation details (10-fold Crossvalidation)
KB relative information score
157.6168
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3558
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
0.7475
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.753
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.753
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8469
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4078
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8899
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1366.0414
UserCPU time millis
3.987
UserCPU time millis testing
0.637
UserCPU time millis training
3.35