DEVELOPMENT... OpenML
Run
200830

Run 200830

Task 48 (Supervised Classification) heart-c Uploaded 27-02-2015 by Felicia West
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Flow

weka.IBk(4)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(4)_K3
weka.IBk(4)_W0
weka.IBk(4)_Atrue

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.8461
Per class
F measure
0.812
Per class
Kappa
0.6214
KB relative information score
147.7048
Mean absolute error
0.099
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8123
Per class
Predictive accuracy
0.8119
Prior entropy
1.0792
Recall
0.8119
Per class
Relative absolute error
0.4942
Root mean prior squared error
0.315
Root mean squared error
0.2491
Root relative squared error
0.7907
SciMark benchmark
882.7843
UserCPU time millis
20
UserCPU time millis testing
20

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