Run
8373799

Run 8373799

Task 145854 (Supervised Classification) nomao Uploaded 31-10-2017 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.trees1759
mlr.classif.ranger(13)_mtry7
mlr.classif.ranger(13)_min.node.size481
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.33632552488707
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
0.9852
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9374
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8447
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24037.3164
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1351
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
0.9381
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9383
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9383
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.331
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2228
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4932
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1278.6343
Total cost
UserCPU time millis
1470.108
UserCPU time millis testing
65.918
UserCPU time millis training
1404.19