Run
522678

Run 522678

Task 9908 (Supervised Classification) autoUniv-au4-2500 Uploaded 09-02-2016 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
0.5107
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4461
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.02
Cross-validation details (10-fold Crossvalidation)
KB relative information score
156.2871
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3656
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4412
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4516
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.4516
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9635
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6046
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3883
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.032
UserCPU time millis testing
6.984
UserCPU time millis training
0.048