Run
545633

Run 545633

Task 3818 (Supervised Classification) tae Uploaded 01-04-2016 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

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7213
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7483
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4427
Cross-validation details (10-fold Crossvalidation)
KB relative information score
63.2111
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2517
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4522
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7483
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7483
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9308
Cross-validation details (10-fold Crossvalidation)
Recall
0.7483
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5565
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4752
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5017
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0557
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.057
UserCPU time millis testing
0.054
UserCPU time millis training
0.003