DEVELOPMENT... OpenML
Run
200839

Run 200839

Task 52 (Supervised Classification) heart-statlog 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
0.8144
Per class
F measure
0.7807
Per class
Kappa
0.5549
KB relative information score
130.1217
Mean absolute error
0.2599
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.781
Per class
Predictive accuracy
0.7815
Prior entropy
0.9912
Recall
0.7815
Per class
Relative absolute error
0.5263
Root mean prior squared error
0.4969
Root mean squared error
0.4252
Root relative squared error
0.8557
SciMark benchmark
1324.8395
UserCPU time millis
10
UserCPU time millis testing
10