Run
510409

Run 510409

Task 38 (Supervised Classification) ecoli 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
0.903
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8441
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.79
Cross-validation details (10-fold Crossvalidation)
KB relative information score
252.684
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0379
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8411
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8482
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8482
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2076
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1948
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6458
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
337.895
UserCPU time millis testing
4.485
UserCPU time millis training
333.41