Run
502339

Run 502339

Task 3731 (Supervised Classification) visualizing_livestock Uploaded 21-12-2015 by Rafael Gomes Mantovani
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Flow

classif.PART(3)Learner classif.PART from package(s) RWeka.
classif.PART(3)_seed1
classif.PART(3)_kindMersenne-Twister
classif.PART(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
0.5905
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7899
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2493
Cross-validation details (10-fold Crossvalidation)
KB relative information score
46.5185
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1692
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
0.8137
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8308
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7158
Cross-validation details (10-fold Crossvalidation)
Recall
0.8308
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5398
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3941
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4114
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0437
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.367
UserCPU time millis testing
0.695
UserCPU time millis training
0.672