Run
519441

Run 519441

Task 9928 (Supervised Classification) volcanoes-b2 Uploaded 04-02-2016 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
0.6611
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9565
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.321
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2140.3447
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0143
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0281
Cross-validation details (10-fold Crossvalidation)
Number of instances
10668
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9498
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9643
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2849
Cross-validation details (10-fold Crossvalidation)
Recall
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5076
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1183
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1195
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.01
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.651
UserCPU time millis testing
1.609
UserCPU time millis training
0.042