Run
543524

Run 543524

Task 57 (Supervised Classification) ionosphere Uploaded 25-03-2016 by Joaquin Vanschoren
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Flow

classif.knn(1)Learner classif.knn from package(s) class.
classif.knn(1)_seed1
classif.knn(1)_kindMersenne-Twister
classif.knn(1)_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
0.816
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8537
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6757
Cross-validation details (10-fold Crossvalidation)
KB relative information score
240.6288
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1396
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8706
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.8604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3736
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7789
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.04
UserCPU time millis testing
0.029
UserCPU time millis training
0.011