Run
506007

Run 506007

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

classif.kknn(3)Learner classif.kknn from package(s) !kknn.
classif.kknn(3)_seed1
classif.kknn(3)_kindMersenne-Twister
classif.kknn(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
0.5162
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7325
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0446
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24.219
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2154
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
0.7116
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7846
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7158
Cross-validation details (10-fold Crossvalidation)
Recall
0.7846
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.687
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3941
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1775
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.104
UserCPU time millis testing
0.101
UserCPU time millis training
0.003