Run
513498

Run 513498

Task 3554 (Supervised Classification) backache 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
0.571
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8189
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1741
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.3806
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1611
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2421
Cross-validation details (10-fold Crossvalidation)
Number of instances
180
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.807
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8389
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5917
Cross-validation details (10-fold Crossvalidation)
Recall
0.8389
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6656
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3459
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4014
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1606
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.577
UserCPU time millis testing
0.551
UserCPU time millis training
0.026