DEVELOPMENT... OpenML
Run
201384

Run 201384

Task 3746 (Supervised Classification) pollution 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
0.8254
Per class
F measure
0.7155
Per class
Kappa
0.4358
KB relative information score
25.1353
Mean absolute error
0.2915
Mean prior absolute error
0.4995
Number of instances
60
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7244
Per class
Predictive accuracy
0.7167
Prior entropy
0.9992
Recall
0.7167
Per class
Relative absolute error
0.5836
Root mean prior squared error
0.4997
Root mean squared error
0.4076
Root relative squared error
0.8157
SciMark benchmark
942.9518