DEVELOPMENT... OpenML
Run
201786

Run 201786

Task 4349 (Supervised Classification) bodyfat 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
0.9434
Per class
F measure
0.9094
Per class
Kappa
0.8188
KB relative information score
1827.6107
Mean absolute error
0.144
Mean prior absolute error
0.4999
Number of instances
2520
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9109
Per class
Predictive accuracy
0.9095
Prior entropy
0.9998
Recall
0.9095
Per class
Relative absolute error
0.2881
Root mean prior squared error
0.4999
Root mean squared error
0.2842
Root relative squared error
0.5685
SciMark benchmark
940.3347
UserCPU time millis
20
UserCPU time millis testing
20