Run
519346

Run 519346

Task 10099 (Supervised Classification) PieChart3 Uploaded 04-02-2016 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
0.5918
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8425
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2187
Cross-validation details (10-fold Crossvalidation)
KB relative information score
169.4727
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.143
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2184
Cross-validation details (10-fold Crossvalidation)
Number of instances
1077
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.833
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.857
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5439
Cross-validation details (10-fold Crossvalidation)
Recall
0.857
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6547
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3301
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1457
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.84
UserCPU time millis testing
0.826
UserCPU time millis training
0.014