Run
540761

Run 540761

Task 3949 (Supervised Classification) teachingAssistant 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)_minsplit16
classif.boosting(8)_cp0.301
classif.boosting(8)_maxdepth12
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
0.5523
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.401
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1049
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27.6992
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3974
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4007
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.404
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.404
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8943
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6304
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3374
Cross-validation details (10-fold Crossvalidation)