DEVELOPMENT... OpenML
Run
10610

Run 10610

Task 52 (Supervised Classification) heart-statlog 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)_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
0.864
Per class
F measure
0.7989
Per class
Kappa
0.5916
KB relative information score
131.0292
Mean absolute error
0.2652
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8
Per class
Predictive accuracy
0.8
Prior entropy
0.9912
Recall
0.8
Per class
Relative absolute error
0.5369
Root mean prior squared error
0.4969
Root mean squared error
0.3809
Root relative squared error
0.7666
SciMark benchmark
944.3741[560.12864292244511015.5230404536866478.4945829226523910.53832226537881757.1857345400422]