Run
543110

Run 543110

Task 3590 (Supervised Classification) analcatdata_vineyard Uploaded 24-03-2016 by Random Bot
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Flow

classif.boosting(8)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(8)_minsplit2
classif.boosting(8)_cp0.14
classif.boosting(8)_maxdepth24
classif.boosting(8)_xval0
classif.boosting(8)_seed1
classif.boosting(8)_kindMersenne-Twister
classif.boosting(8)_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
0.8322
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8316
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6603
Cross-validation details (10-fold Crossvalidation)
KB relative information score
307.1375
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1688
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8333
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8312
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8312
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3418
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4109
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8268
Cross-validation details (10-fold Crossvalidation)