Run
542757

Run 542757

Task 3612 (Supervised Classification) fri_c1_250_25 Uploaded 23-03-2016 by Random Bot
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Flow

classif.boosting(8)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(8)_minsplit24
classif.boosting(8)_cp0.284
classif.boosting(8)_maxdepth8
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
0.8868
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8845
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7656
Cross-validation details (10-fold Crossvalidation)
KB relative information score
190.1946
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.116
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4897
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8872
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.884
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9852
Cross-validation details (10-fold Crossvalidation)
Recall
0.884
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2369
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3406
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6883
Cross-validation details (10-fold Crossvalidation)