Run
514625

Run 514625

Task 3736 (Supervised Classification) boston Uploaded 28-01-2016 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
0.8511
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8574
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7053
Cross-validation details (10-fold Crossvalidation)
KB relative information score
355.4729
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1423
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4849
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8573
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8577
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8577
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2934
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3772
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7661
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.314
UserCPU time millis testing
0.297
UserCPU time millis training
0.017