Run
522067

Run 522067

Task 3688 (Supervised Classification) houses Uploaded 07-02-2016 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
0.9682
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9698
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9384
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19359.9203
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0302
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4907
Cross-validation details (10-fold Crossvalidation)
Number of instances
20640
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9699
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9698
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9866
Cross-validation details (10-fold Crossvalidation)
Recall
0.9698
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0615
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4953
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1737
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3507
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.9
UserCPU time millis testing
6.855
UserCPU time millis training
0.045