Run
523754

Run 523754

Task 145 (Supervised Classification) BNG(cmc,nominal,55296) 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
0.5258
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3667
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0568
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9751.9432
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3731
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4309
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.437
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4403
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5394
Cross-validation details (10-fold Crossvalidation)
Recall
0.4403
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.866
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4642
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6108
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.316
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
197.861
UserCPU time millis testing
197.713
UserCPU time millis training
0.148