Run
518919

Run 518919

Task 3586 (Supervised Classification) abalone Uploaded 31-01-2016 by Rafael Gomes Mantovani
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Flow

classif.boosting(4)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(4)_xval0
classif.boosting(4)_seed1
classif.boosting(4)_kindMersenne-Twister
classif.boosting(4)_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
0.797
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7969
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.594
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2480.9684
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.203
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7974
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.797
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.797
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.406
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4506
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9012
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
259.112
UserCPU time millis testing
2.922
UserCPU time millis training
256.19