Run
523547

Run 523547

Task 3745 (Supervised Classification) mv Uploaded 10-02-2016 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
0.9544
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.956
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9087
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36983.1349
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.044
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4813
Cross-validation details (10-fold Crossvalidation)
Number of instances
40768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.956
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.956
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9729
Cross-validation details (10-fold Crossvalidation)
Recall
0.956
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0913
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4906
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2097
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4274
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
33.921
UserCPU time millis testing
33.781
UserCPU time millis training
0.14