Run
540669

Run 540669

Task 3697 (Supervised Classification) fri_c3_250_25 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)_minsplit9
classif.boosting(8)_cp0.166
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
0.8722
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8757
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7477
Cross-validation details (10-fold Crossvalidation)
KB relative information score
186.8451
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.124
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4938
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.876
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.876
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9911
Cross-validation details (10-fold Crossvalidation)
Recall
0.876
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2511
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3521
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7087
Cross-validation details (10-fold Crossvalidation)