Run
515192

Run 515192

Task 3606 (Supervised Classification) fri_c3_1000_10 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
0.7749
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7788
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5508
Cross-validation details (10-fold Crossvalidation)
KB relative information score
548.6717
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.221
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7787
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.779
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10-fold Crossvalidation)
Recall
0.779
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4484
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4701
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9471
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.217
UserCPU time millis testing
0.208
UserCPU time millis training
0.009