Run
538841

Run 538841

Task 9905 (Supervised Classification) autoUniv-au7-700 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)_minsplit31
classif.boosting(8)_cp0.176
classif.boosting(8)_maxdepth10
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
0.5845
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3289
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.165
Cross-validation details (10-fold Crossvalidation)
KB relative information score
156.0473
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3829
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4437
Cross-validation details (10-fold Crossvalidation)
Number of instances
700
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3647
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4257
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5824
Cross-validation details (10-fold Crossvalidation)
Recall
0.4257
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8629
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.471
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6188
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3137
Cross-validation details (10-fold Crossvalidation)