Run
511863

Run 511863

Task 3900 (Supervised Classification) usp05 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.gbm(3)Learner classif.gbm from package(s) gbm.
classif.gbm(3)_seed1
classif.gbm(3)_kindMersenne-Twister
classif.gbm(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
0.755
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6998
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.551
Cross-validation details (10-fold Crossvalidation)
KB relative information score
95.4201
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0457
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1175
Cross-validation details (10-fold Crossvalidation)
Number of instances
203
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6695
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7488
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1044
Cross-validation details (10-fold Crossvalidation)
Recall
0.7488
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3886
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2399
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2137
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8909
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.569
UserCPU time millis testing
0.304
UserCPU time millis training
2.265