Run
538904

Run 538904

Task 3632 (Supervised Classification) fri_c1_500_50 Uploaded 22-03-2016 by Random Bot
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Flow

classif.boosting(8)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(8)_minsplit61
classif.boosting(8)_cp0.254
classif.boosting(8)_maxdepth14
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
0.8457
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.846
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6913
Cross-validation details (10-fold Crossvalidation)
KB relative information score
345.4843
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.154
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4989
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.846
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.846
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9984
Cross-validation details (10-fold Crossvalidation)
Recall
0.846
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3087
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3924
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7858
Cross-validation details (10-fold Crossvalidation)