Run
508075

Run 508075

Task 9897 (Supervised Classification) breast-tissue Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.boosting(4)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(4)_xval0
classif.boosting(4)_seed1
classif.boosting(4)_kindMersenne-Twister
classif.boosting(4)_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.

20 Evaluation measures

Area under ROC curve
0.7224
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.644
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4701
Cross-validation details (10-fold Crossvalidation)
KB relative information score
54.4978
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1745
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6514
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6509
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.6509
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5067
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4178
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0083
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
321.184
UserCPU time millis testing
3.827
UserCPU time millis training
317.357