Run
509822

Run 509822

Task 3611 (Supervised Classification) auto_price Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.kknn(2)Learner classif.kknn from package(s) !kknn.
classif.kknn(2)_seed1
classif.kknn(2)_kindMersenne-Twister
classif.kknn(2)_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
0.9444
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9617
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9135
Cross-validation details (10-fold Crossvalidation)
KB relative information score
144.7342
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0377
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4492
Cross-validation details (10-fold Crossvalidation)
Number of instances
159
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9623
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9264
Cross-validation details (10-fold Crossvalidation)
Recall
0.9623
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.084
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4736
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1943
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4102
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.249
UserCPU time millis testing
0.236
UserCPU time millis training
0.013