DEVELOPMENT... OpenML
Run
200834

Run 200834

Task 50 (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
0.8667
Per class
F measure
0.821
Per class
Kappa
0.6084
KB relative information score
151.0924
Mean absolute error
0.0831
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.821
Per class
Predictive accuracy
0.8231
Prior entropy
1.0314
Recall
0.8231
Per class
Relative absolute error
0.4452
Root mean prior squared error
0.3037
Root mean squared error
0.2316
Root relative squared error
0.7627
SciMark benchmark
1363.454
UserCPU time millis
20
UserCPU time millis testing
20