Run
512594

Run 512594

Task 3778 (Supervised Classification) plasma_retinol Uploaded 28-01-2016 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
0.5489
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5638
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1008
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37.4525
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4254
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.488
Cross-validation details (10-fold Crossvalidation)
Number of instances
315
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5634
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5746
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9827
Cross-validation details (10-fold Crossvalidation)
Recall
0.5746
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8718
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6522
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3205
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
419.129
UserCPU time millis testing
9.347
UserCPU time millis training
409.782