Run
8354874

Run 8354874

Task 145854 (Supervised Classification) nomao Uploaded 31-10-2017 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.trees74
mlr.classif.ranger(13)_mtry24
mlr.classif.ranger(13)_min.node.size2833
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.750100845634006
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
0.9806
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9238
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8093
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24160.5306
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1297
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
0.9265
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9258
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9258
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3179
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2301
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5093
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1230.3627
UserCPU time millis
248.365
UserCPU time millis testing
5.617
UserCPU time millis training
242.748