Run
510934

Run 510934

Task 9947 (Supervised Classification) heart-long-beach Uploaded 27-01-2016 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
0.5577
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3224
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1159
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38.9259
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.27
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3075
Cross-validation details (10-fold Crossvalidation)
Number of instances
200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3247
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.325
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1831
Cross-validation details (10-fold Crossvalidation)
Recall
0.325
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8781
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3919
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5196
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3259
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.148
UserCPU time millis testing
0.138
UserCPU time millis training
0.01