DEVELOPMENT... OpenML
Run
10490

Run 10490

Task 50 (Supervised Classification) heart-h Uploaded 22-05-2014 by Felicia West
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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
F measure
0.8259
Per class
Kappa
0.617
KB relative information score
148.7698
Mean absolute error
0.0866
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8289
Per class
Predictive accuracy
0.8299
Prior entropy
1.0314
Recall
0.8299
Per class
Relative absolute error
0.4636
Root mean prior squared error
0.3037
Root mean squared error
0.2199
Root relative squared error
0.7242
SciMark benchmark
919.2481[556.7317897675096880.6923354399195483.0147548568529911.80521739130441763.996579689319]