Run
506004

Run 506004

Task 3731 (Supervised Classification) visualizing_livestock Uploaded 15-01-2016 by Rafael Gomes Mantovani
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Flow

classif.JRip(8)Learner classif.JRip from package(s) RWeka.
classif.JRip(8)_seed1
classif.JRip(8)_kindMersenne-Twister
classif.JRip(8)_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
0.8524
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8885
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6549
Cross-validation details (10-fold Crossvalidation)
KB relative information score
72.5346
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1154
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3135
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8955
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8846
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7158
Cross-validation details (10-fold Crossvalidation)
Recall
0.8846
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.368
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3941
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3397
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8618
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.613
UserCPU time millis testing
0.683
UserCPU time millis training
0.93