Run
8679715

Run 8679715

Task 145847 (Supervised Classification) hill-valley Uploaded 25-12-2017 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.trees1145
mlr.classif.ranger(9)_mtry46
mlr.classif.ranger(9)_min.node.size78
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.399774406244978
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
0.5676
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5381
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0776
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35.9668
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4881
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.539
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5388
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5388
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9763
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.994
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1871.5019
UserCPU time millis
84.312
UserCPU time millis testing
0.595
UserCPU time millis training
83.717