Run
572775

Run 572775

Task 3518 (Supervised Classification) tr45.wc Uploaded 12-05-2016 by Rafael Gomes 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
0.6578
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.45
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3347
Cross-validation details (10-fold Crossvalidation)
KB relative information score
262.1067
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.107
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.172
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6598
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4652
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.0415
Cross-validation details (10-fold Crossvalidation)
Recall
0.4652
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6217
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.327
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1154
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
277.78
UserCPU time millis testing
275.206
UserCPU time millis training
2.574