Run
571845

Run 571845

Task 14967 (Supervised Classification) cjs Uploaded 05-05-2016 by Rafael G. Mantovani
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Flow

classif.kknn(7)Learner classif.kknn from package(s) !kknn.
classif.kknn(7)_openml.seed1
classif.kknn(7)_openml.kindMersenne-Twister
classif.kknn(7)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8914
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.819
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7794
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2202.4926
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0601
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2729
Cross-validation details (10-fold Crossvalidation)
Number of instances
2796
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8201
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8197
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8197
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2202
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3694
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2451
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6636
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.118
UserCPU time millis testing
1.099
UserCPU time millis training
0.019