DEVELOPMENT... OpenML
Run
201369

Run 201369

Task 3731 (Supervised Classification) visualizing_livestock 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
0.7899
Per class
F measure
0.8702
Per class
Kappa
0.5854
KB relative information score
35.7648
Mean absolute error
0.2276
Mean prior absolute error
0.3135
Number of instances
130
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8713
Per class
Predictive accuracy
0.8692
Prior entropy
0.7158
Recall
0.8692
Per class
Relative absolute error
0.7261
Root mean prior squared error
0.3941
Root mean squared error
0.331
Root relative squared error
0.8397
SciMark benchmark
825.5282