Run
8363858

Run 8363858

Task 3899 (Supervised Classification) mozilla4 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.trees1746
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size135
mlr.classif.ranger(13)_sample.fraction0.435520432516933
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
0.9723
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9402
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8621
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12310.3005
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0991
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4412
Cross-validation details (10-fold Crossvalidation)
Number of instances
15545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9456
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9417
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9417
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2245
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.215
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4578
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1253.9935
UserCPU time millis
571.032
UserCPU time millis testing
28.14
UserCPU time millis training
542.892