Run
539807

Run 539807

Task 3727 (Supervised Classification) fri_c4_250_10 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)_minsplit43
classif.boosting(8)_cp0.343
classif.boosting(8)_maxdepth13
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
0.813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8122
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6238
Cross-validation details (10-fold Crossvalidation)
KB relative information score
155.4393
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.188
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.498
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8137
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.812
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9971
Cross-validation details (10-fold Crossvalidation)
Recall
0.812
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3775
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.869
Cross-validation details (10-fold Crossvalidation)