Run
485152

Run 485152

Task 3888 (Supervised Classification) grub-damage 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
0.7006
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6626
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2155
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.3173
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4226
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4332
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6609
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6645
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9027
Cross-validation details (10-fold Crossvalidation)
Recall
0.6645
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9753
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.465
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4518
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9716
Cross-validation details (10-fold Crossvalidation)