Run
4558131

Run 4558131

Task 145854 (Supervised Classification) nomao Uploaded 06-07-2017 by OpenML_Bot R
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  • AzureBot20 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees144
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_sample.fraction0.459220742550679
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
0.9851
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9268
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8163
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19043.745
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2068
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
0.9312
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9291
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9291
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5066
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2643
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5851
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.1399
UserCPU time millis
176.633
UserCPU time millis testing
15.364
UserCPU time millis training
161.269