Run
10490

Run 10490

Task 50 (Supervised Classification) heart-h 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)_K10
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
0.8901
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8259
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.617
Cross-validation details (10-fold Crossvalidation)
KB relative information score
148.7698
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0866
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1867
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
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
0.8289
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8299
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0314
Cross-validation details (10-fold Crossvalidation)
Recall
0.8299
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4636
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2199
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7242
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
919.2481[556.7317897675096880.6923354399195483.0147548568529911.80521739130441763.996579689319]