Run
521248

Run 521248

Task 9933 (Supervised Classification) volcanoes-c1 Uploaded 06-02-2016 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.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(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
0.6371
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9682
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2996
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5967.2073
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0098
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0201
Cross-validation details (10-fold Crossvalidation)
Number of instances
28626
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9611
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9755
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9755
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4872
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1002
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.099
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9884
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
53.98
UserCPU time millis testing
0.667
UserCPU time millis training
53.313