Run
572628

Run 572628

Task 3504 (Supervised Classification) webdata_wXa Uploaded 11-05-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.ranger(8)Learner classif.ranger from package(s) ranger.
classif.ranger(8)_num.threads1
classif.ranger(8)_verboseFALSE
classif.ranger(8)_openml.seed1
classif.ranger(8)_openml.kindMersenne-Twister
classif.ranger(8)_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.

20 Evaluation measures

Area under ROC curve
0.7267
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8199
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4893
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17272.0129
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1726
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3648
Cross-validation details (10-fold Crossvalidation)
Number of instances
36974
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8274
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7951
Cross-validation details (10-fold Crossvalidation)
Recall
0.8274
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4731
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4271
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4154
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9727
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1649.467
UserCPU time millis testing
19.008
UserCPU time millis training
1630.459