Run
523223

Run 523223

Task 3686 (Supervised Classification) house_16H 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
0.8226
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.858
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6564
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14503.4336
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1408
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10-fold Crossvalidation)
Number of instances
22784
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8573
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8592
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.8592
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3377
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3752
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8219
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.853
UserCPU time millis testing
14.754
UserCPU time millis training
0.099