Run
507656

Run 507656

Task 3491 (Supervised Classification) hayes-roth Uploaded 27-01-2016 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
0.745
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6956
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5097
Cross-validation details (10-fold Crossvalidation)
KB relative information score
87.2142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1531
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7133
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6938
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.6938
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4784
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3913
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9802
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.08
UserCPU time millis testing
0.075
UserCPU time millis training
0.005