Run
519044

Run 519044

Task 9900 (Supervised Classification) abalone Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.boosting(6)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(6)_xval0
classif.boosting(6)_seed1
classif.boosting(6)_kindMersenne-Twister
classif.boosting(6)_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
0.7326
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6383
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4635
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2126.0326
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.238
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4441
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6357
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.643
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.584
Cross-validation details (10-fold Crossvalidation)
Recall
0.643
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5358
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4712
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4878
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0352
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
259.21
UserCPU time millis testing
3.694
UserCPU time millis training
255.516