Run
8441172

Run 8441172

Task 145854 (Supervised Classification) nomao Uploaded 03-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1826
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size195
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.766212980798446
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
0.9906
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.953
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8839
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25952.3779
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1114
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
0.9532
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9534
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9534
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2731
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1981
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4385
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1248.3105
UserCPU time millis
2586.417
UserCPU time millis testing
101.465
UserCPU time millis training
2484.952