DEVELOPMENT... OpenML
Run
201004

Run 201004

Task 1930 (Supervised Classification) heart-h 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
0.8683
Per class
F measure
0.8239
Per class
Kappa
0.6149
KB relative information score
1509.19
Mean absolute error
0.0835
Mean prior absolute error
0.1867
Number of instances
2940
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8238
Per class
Predictive accuracy
0.8259
Prior entropy
1.0314
Recall
0.8259
Per class
Relative absolute error
0.4471
Root mean prior squared error
0.3037
Root mean squared error
0.2313
Root relative squared error
0.7615
SciMark benchmark
882.7843
UserCPU time millis
20
UserCPU time millis testing
20