Run
507011

Run 507011

Task 3637 (Supervised Classification) analcatdata_michiganacc 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
0.7104
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7183
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.428
Cross-validation details (10-fold Crossvalidation)
KB relative information score
46.922
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2778
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
108
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7225
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7222
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9914
Cross-validation details (10-fold Crossvalidation)
Recall
0.7222
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5624
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.527
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0607
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.119
UserCPU time millis testing
0.112
UserCPU time millis training
0.007