Run
540526

Run 540526

Task 3608 (Supervised Classification) fri_c4_500_100 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)_minsplit57
classif.boosting(8)_cp0.0765
classif.boosting(8)_maxdepth9
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
0.8566
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8615
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7174
Cross-validation details (10-fold Crossvalidation)
KB relative information score
358.4439
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.138
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4913
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8619
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.862
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9875
Cross-validation details (10-fold Crossvalidation)
Recall
0.862
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2809
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4956
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3715
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7495
Cross-validation details (10-fold Crossvalidation)