Run
513940

Run 513940

Task 3819 (Supervised Classification) molecular-biology_promoters 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
0.6001
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6697
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2188
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26.0389
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3113
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4369
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6887
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9088
Cross-validation details (10-fold Crossvalidation)
Recall
0.6887
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7125
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4668
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.558
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1953
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
495.843
UserCPU time millis testing
56.471
UserCPU time millis training
439.372