Run
573255

Run 573255

Task 3973 (Supervised Classification) OVA_Omentum Uploaded 29-05-2016 by Rafael Gomes Mantovani
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Flow

classif.kknn(7)Learner classif.kknn from package(s) !kknn.
classif.kknn(7)_openml.seed1
classif.kknn(7)_openml.kindMersenne-Twister
classif.kknn(7)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8847
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9435
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4018
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-784.2942
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0751
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0952
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9433
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9437
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2882
Cross-validation details (10-fold Crossvalidation)
Recall
0.9437
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7881
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2176
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.205
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9419
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
442.374
UserCPU time millis testing
439.579
UserCPU time millis training
2.795