Run
519385

Run 519385

Task 9902 (Supervised Classification) autoUniv-au6-1000 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
0.5021
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1473
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0042
Cross-validation details (10-fold Crossvalidation)
KB relative information score
75.2967
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2123
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2147
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1447
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.151
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9228
Cross-validation details (10-fold Crossvalidation)
Recall
0.151
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9884
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3277
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4607
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4061
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.627
UserCPU time millis testing
0.609
UserCPU time millis training
0.018