DEVELOPMENT... OpenML
Run
201872

Run 201872

Task 4436 (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
0.8346
Per class
F measure
0.8702
Per class
Kappa
0.5854
KB relative information score
385.5038
Mean absolute error
0.2196
Mean prior absolute error
0.3135
Number of instances
1300
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8713
Per class
Predictive accuracy
0.8692
Prior entropy
0.7158
Recall
0.8692
Per class
Relative absolute error
0.7005
Root mean prior squared error
0.3941
Root mean squared error
0.3214
Root relative squared error
0.8154
SciMark benchmark
942.9518
UserCPU time millis
10
UserCPU time millis testing
10