Run
520380

Run 520380

Task 30 (Supervised Classification) page-blocks 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.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
0.8083
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9313
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6722
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3074.3777
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0227
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9202
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9432
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9432
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2985
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1508
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7737
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
13.611
UserCPU time millis testing
0.148
UserCPU time millis training
13.463