Run
543974

Run 543974

Task 3577 (Supervised Classification) visualizing_livestock Uploaded 29-03-2016 by Rafael Gomes Mantovani
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Flow

classif.J48(21)Learner classif.J48 from package(s) RWeka.
classif.J48(21)_seed1
classif.J48(21)_kindMersenne-Twister
classif.J48(21)_normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6538
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3428
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3077
Cross-validation details (10-fold Crossvalidation)
KB relative information score
48.0174
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2215
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.32
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2792
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4462
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.4462
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6923
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4707
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1767
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.945
UserCPU time millis testing
0.454
UserCPU time millis training
0.491