Run
8291218

Run 8291218

Task 145854 (Supervised Classification) nomao Uploaded 28-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees915
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_min.node.size395
mlr.classif.ranger(13)_sample.fraction0.769700452242978
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
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9481
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8718
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26132.144
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1063
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
0.9482
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9485
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9485
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2606
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2025
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4483
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1311.2014
UserCPU time millis
1644.861
UserCPU time millis testing
44.127
UserCPU time millis training
1600.734