Run
8361975

Run 8361975

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.trees385
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size113
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.845168710756116
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
0.9855
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9288
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8214
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19143.6248
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2053
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
0.933
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.931
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.931
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2631
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5824
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1264.3195
UserCPU time millis
303.246
UserCPU time millis testing
23.625
UserCPU time millis training
279.621