Run
545632

Run 545632

Task 3592 (Supervised Classification) fri_c2_100_5 Uploaded 01-04-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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

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
0.7917
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8075
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5957
Cross-validation details (10-fold Crossvalidation)
KB relative information score
59.6877
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.19
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4804
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8092
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.81
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9721
Cross-validation details (10-fold Crossvalidation)
Recall
0.81
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3955
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4899
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4359
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8897
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.049
UserCPU time millis testing
0.045
UserCPU time millis training
0.004