Run
8292751

Run 8292751

Task 145854 (Supervised Classification) nomao Uploaded 28-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1608
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size69
mlr.classif.ranger(13)_sample.fraction0.734268458583392
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9922
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9601
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.902
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27983.54
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.083
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9601
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9603
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9603
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2033
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1783
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1272.9096
UserCPU time millis
3274.21
UserCPU time millis testing
95.749
UserCPU time millis training
3178.461