Run
513250

Run 513250

Task 3733 (Supervised Classification) fri_c2_500_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
0.7397
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7458
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4803
Cross-validation details (10-fold Crossvalidation)
KB relative information score
238.2341
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.254
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4897
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7456
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.746
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9851
Cross-validation details (10-fold Crossvalidation)
Recall
0.746
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5187
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.504
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0186
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.189
UserCPU time millis testing
0.179
UserCPU time millis training
0.01