Run
516050

Run 516050

Task 3737 (Supervised Classification) fri_c3_250_50 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
0.5299
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5407
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0604
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15.8415
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.456
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4908
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5391
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.544
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9868
Cross-validation details (10-fold Crossvalidation)
Recall
0.544
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.929
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4954
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6753
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3632
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.424
UserCPU time millis testing
0.403
UserCPU time millis training
0.021