DEVELOPMENT... OpenML
Run
201008

Run 201008

Task 1932 (Supervised Classification) heart-statlog Uploaded 27-02-2015 by Jason
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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
0.8394
Per class
F measure
0.7914
Per class
Kappa
0.5776
KB relative information score
1371.9764
Mean absolute error
0.2466
Mean prior absolute error
0.4939
Number of instances
2700
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7914
Per class
Predictive accuracy
0.7915
Prior entropy
0.9912
Recall
0.7915
Per class
Relative absolute error
0.4994
Root mean prior squared error
0.4969
Root mean squared error
0.4051
Root relative squared error
0.8153
SciMark benchmark
1335.643
UserCPU time millis
10
UserCPU time millis testing
10