Run
523776

Run 523776

Task 2146 (Supervised Classification) BNG(cmc) Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.kknn(4)Learner classif.kknn from package(s) !kknn.
classif.kknn(4)_seed1
classif.kknn(4)_kindMersenne-Twister
classif.kknn(4)_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
0.6186
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5076
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2368
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16353.3298
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3277
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4307
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5069
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5085
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5387
Cross-validation details (10-fold Crossvalidation)
Recall
0.5085
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7608
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5724
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2335
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
82.268
UserCPU time millis testing
82.122
UserCPU time millis training
0.146