Run
10131

Run 10131

Task 48 (Supervised Classification) heart-c Uploaded 22-05-2014 by Joaquin Vanschoren
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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)_K11
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
0.9012
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8284
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.654
Cross-validation details (10-fold Crossvalidation)
KB relative information score
156.0128
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0952
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2004
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8284
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8284
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (10-fold Crossvalidation)
Recall
0.8284
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4749
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2214
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7029
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
950.0545[568.89779800413941015.7907504114269484.7593072718849910.53839766977511770.2863098224536]