DEVELOPMENT... OpenML
Run
201886

Run 201886

Task 4451 (Supervised Classification) pollution Uploaded 27-02-2015 by Jason
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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
0.7898
Per class
F measure
0.7226
Per class
Kappa
0.4486
KB relative information score
230.8264
Mean absolute error
0.3118
Mean prior absolute error
0.4995
Number of instances
600
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7291
Per class
Predictive accuracy
0.7233
Prior entropy
0.9992
Recall
0.7233
Per class
Relative absolute error
0.6242
Root mean prior squared error
0.4997
Root mean squared error
0.4322
Root relative squared error
0.8649
SciMark benchmark
1384.4418