Run
521285

Run 521285

Task 9892 (Supervised Classification) nursery Uploaded 06-02-2016 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
0.8039
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7294
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6033
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8068.278
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1352
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3412
Cross-validation details (10-fold Crossvalidation)
Number of instances
12958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7292
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7296
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7148
Cross-validation details (10-fold Crossvalidation)
Recall
0.7296
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3962
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.413
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3677
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8902
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.143
UserCPU time millis testing
9.101
UserCPU time millis training
0.042