Run
540030

Run 540030

Task 42 (Supervised Classification) haberman Uploaded 22-03-2016 by Random Bot
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Flow

classif.ada(8)Learner classif.ada from package(s) ada.
classif.ada(8)_iter120
classif.ada(8)_nu0.168
classif.ada(8)_minsplit28
classif.ada(8)_maxdepth10
classif.ada(8)_xval0
classif.ada(8)_seed1
classif.ada(8)_kindMersenne-Twister
classif.ada(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
0.5956
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7034
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2093
Cross-validation details (10-fold Crossvalidation)
KB relative information score
62.837
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.281
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6957
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.719
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.719
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7206
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5301
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2016
Cross-validation details (10-fold Crossvalidation)