Run
502312

Run 502312

Task 3577 (Supervised Classification) visualizing_livestock Uploaded 21-12-2015 by Rafael Gomes Mantovani
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Flow

classif.ctree(3)Learner classif.ctree from package(s) party.
classif.ctree(3)_seed1
classif.ctree(3)_kindMersenne-Twister
classif.ctree(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
0.6635
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3689
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3269
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50.2947
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2154
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
0.3431
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4615
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.4615
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6731
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1602
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.634
UserCPU time millis testing
0.035
UserCPU time millis training
0.599