Run
506511

Run 506511

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 20-01-2016 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
0.5496
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4832
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1027
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14.7226
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4324
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
111
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6346
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5676
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.5676
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8666
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6576
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3165
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.082
UserCPU time millis testing
0.014
UserCPU time millis training
0.068