DEVELOPMENT... OpenML
Run
201805

Run 201805

Task 4368 (Supervised Classification) cholesterol 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
0.5553
Per class
F measure
0.5231
Per class
Kappa
0.0411
KB relative information score
145.9252
Mean absolute error
0.4685
Mean prior absolute error
0.4955
Number of instances
3030
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.525
Per class
Predictive accuracy
0.5221
Prior entropy
0.9935
Recall
0.5221
Per class
Relative absolute error
0.9456
Root mean prior squared error
0.4977
Root mean squared error
0.5657
Root relative squared error
1.1366
SciMark benchmark
940.3347
UserCPU time millis
10
UserCPU time millis testing
10