Run
512025

Run 512025

Task 52 (Supervised Classification) heart-statlog 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
0.8033
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.807
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6087
Cross-validation details (10-fold Crossvalidation)
KB relative information score
164.1155
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1926
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.807
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8074
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8074
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4389
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8832
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.226
UserCPU time millis testing
0.2
UserCPU time millis training
0.026