Run
511867

Run 511867

Task 3900 (Supervised Classification) usp05 Uploaded 28-01-2016 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
0.9141
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8686
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8164
Cross-validation details (10-fold Crossvalidation)
KB relative information score
137.9303
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0206
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1175
Cross-validation details (10-fold Crossvalidation)
Number of instances
203
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8513
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8867
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1044
Cross-validation details (10-fold Crossvalidation)
Recall
0.8867
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1752
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2399
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1435
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5983
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.459
UserCPU time millis testing
1.445
UserCPU time millis training
0.014