Run
513059

Run 513059

Task 9917 (Supervised Classification) volcanoes-e3 Uploaded 28-01-2016 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(3)Learner classif.ranger from package(s) ranger.
classif.ranger(3)_num.threads1
classif.ranger(3)_verboseFALSE
classif.ranger(3)_seed1
classif.ranger(3)_kindMersenne-Twister
classif.ranger(3)_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
0.5679
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8892
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1701
Cross-validation details (10-fold Crossvalidation)
KB relative information score
279.368
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0338
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0643
Cross-validation details (10-fold Crossvalidation)
Number of instances
1277
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8779
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9154
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5778
Cross-validation details (10-fold Crossvalidation)
Recall
0.9154
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5264
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1779
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1839
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0341
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.386
UserCPU time millis testing
0.633
UserCPU time millis training
7.753