Run
395

Run 395

Task 52 (Supervised Classification) heart-statlog Uploaded 07-04-2014 by Jan van Rijn
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Flow

weka.IBk(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(1)_Atrue
weka.IBk(1)_K1
weka.IBk(1)_W0

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.

19 Evaluation measures

Area under ROC curve
0.7192
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7223
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
116.5833
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2796
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)
OS information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
Precision
0.7225
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7222
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.7222
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5661
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5249
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0564
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2019.0455