Run
8766630

Run 8766630

Task 145972 (Supervised Classification) credit-g Uploaded 31-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees356
mlr.classif.ranger(9)_mtry10
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.324204304255545
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.7938
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7512
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3868
Cross-validation details (10-fold Crossvalidation)
KB relative information score
205.5691
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3318
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
0.7534
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7898
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4016
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8764
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1883.976
UserCPU time millis
2.412
UserCPU time millis testing
0.17
UserCPU time millis training
2.242