Run
502480

Run 502480

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 21-12-2015 by Rafael Gomes Mantovani
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Flow

classif.boosting(3)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(3)_xval0
classif.boosting(3)_seed1
classif.boosting(3)_kindMersenne-Twister
classif.boosting(3)_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
0.657
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6577
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3139
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34.7792
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3423
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
111
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6577
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6577
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.6577
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6861
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5851
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1714
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
251.653
UserCPU time millis testing
1.615
UserCPU time millis training
250.038