Run
513472

Run 513472

Task 3875 (Supervised Classification) flags 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
0.6536
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6906
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3165
Cross-validation details (10-fold Crossvalidation)
KB relative information score
60.5397
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3041
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4588
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6883
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6959
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9403
Cross-validation details (10-fold Crossvalidation)
Recall
0.6959
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6629
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5515
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.152
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.532
UserCPU time millis testing
0.511
UserCPU time millis training
0.021