Run
482454

Run 482454

Task 3731 (Supervised Classification) visualizing_livestock Uploaded 01-12-2015 by Rafael Gomes Mantovani
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Flow

classif.boosting(2)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(2)_xval0
classif.boosting(2)_seed1
classif.boosting(2)_kindMersenne-Twister
classif.boosting(2)_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.

17 Evaluation measures

Area under ROC curve
0.7832
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7738
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2121
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-28.6059
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3251
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3135
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7653
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7158
Cross-validation details (10-fold Crossvalidation)
Recall
0.8
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0369
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3941
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3758
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9536
Cross-validation details (10-fold Crossvalidation)