Run
512076

Run 512076

Task 3644 (Supervised Classification) bodyfat Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.kknn(2)Learner classif.kknn from package(s) !kknn.
classif.kknn(2)_seed1
classif.kknn(2)_kindMersenne-Twister
classif.kknn(2)_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
0.8761
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8766
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7535
Cross-validation details (10-fold Crossvalidation)
KB relative information score
189.9771
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.123
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
252
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8809
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.877
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.877
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2461
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3507
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7016
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.195
UserCPU time millis testing
0.184
UserCPU time millis training
0.011