Run
502240

Run 502240

Task 3577 (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
0.5433
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.238
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0865
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21.8285
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2923
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
0.2502
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2692
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.2692
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9135
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5407
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3516
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.893
UserCPU time millis testing
0.421
UserCPU time millis training
0.472