Run
540356

Run 540356

Task 3898 (Supervised Classification) kc1-top5 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)_minsplit10
classif.boosting(8)_cp0.215
classif.boosting(8)_maxdepth28
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
0.6766
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9411
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35.3853
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0552
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1096
Cross-validation details (10-fold Crossvalidation)
Number of instances
145
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9384
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9448
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3323
Cross-validation details (10-fold Crossvalidation)
Recall
0.9448
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2284
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2349
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0284
Cross-validation details (10-fold Crossvalidation)