Run
513101

Run 513101

Task 9973 (Supervised Classification) leaf 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
0.8081
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6244
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6163
Cross-validation details (10-fold Crossvalidation)
KB relative information score
212.4473
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0247
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0644
Cross-validation details (10-fold Crossvalidation)
Number of instances
340
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6385
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6294
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8945
Cross-validation details (10-fold Crossvalidation)
Recall
0.6294
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3836
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1794
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1572
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8759
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.277
UserCPU time millis testing
0.267
UserCPU time millis training
0.01