Run
520003

Run 520003

Task 3730 (Supervised Classification) fri_c2_1000_50 Uploaded 05-02-2016 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
0.6087
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6223
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2201
Cross-validation details (10-fold Crossvalidation)
KB relative information score
220.0924
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.375
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4866
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6211
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.625
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9806
Cross-validation details (10-fold Crossvalidation)
Recall
0.625
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7707
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2416
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.219
UserCPU time millis testing
1.194
UserCPU time millis training
0.025