OpenML
8362575

Run 8362575

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.trees95
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size43
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.447503394493833
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
0.9778
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9447
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8726
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12630.3608
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0886
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
0.9481
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9458
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9458
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2008
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2048
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.436
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1259.0876
UserCPU time millis
50.562
UserCPU time millis testing
1.051
UserCPU time millis training
49.511