Run
519723

Run 519723

Task 3917 (Supervised Classification) kc1 Uploaded 05-02-2016 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(5)Learner classif.ranger from package(s) ranger.
classif.ranger(5)_num.threads1
classif.ranger(5)_verboseFALSE
classif.ranger(5)_seed1
classif.ranger(5)_kindMersenne-Twister
classif.ranger(5)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6528
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8484
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3707
Cross-validation details (10-fold Crossvalidation)
KB relative information score
757.443
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1356
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8457
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8644
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.622
Cross-validation details (10-fold Crossvalidation)
Recall
0.8644
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5184
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3683
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0187
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
13.592
UserCPU time millis testing
0.912
UserCPU time millis training
12.68