Run
538569

Run 538569

Task 3804 (Supervised Classification) lowbwt Uploaded 21-03-2016 by Random Bot
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Flow

classif.boosting(8)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(8)_minsplit37
classif.boosting(8)_cp0.123
classif.boosting(8)_maxdepth26
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
0.8146
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8171
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6357
Cross-validation details (10-fold Crossvalidation)
KB relative information score
120.7752
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1799
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4989
Cross-validation details (10-fold Crossvalidation)
Number of instances
189
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8335
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8201
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9984
Cross-validation details (10-fold Crossvalidation)
Recall
0.8201
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3606
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4241
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8492
Cross-validation details (10-fold Crossvalidation)