DEVELOPMENT... OpenML
Run
201967

Run 201967

Task 4532 (Supervised Classification) pasture 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
0.9136
Per class
F measure
0.8239
Per class
Kappa
0.6082
KB relative information score
196.4494
Mean absolute error
0.1961
Mean prior absolute error
0.4474
Number of instances
360
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8269
Per class
Predictive accuracy
0.8222
Prior entropy
0.9268
Recall
0.8222
Per class
Relative absolute error
0.4383
Root mean prior squared error
0.4715
Root mean squared error
0.3417
Root relative squared error
0.7247
SciMark benchmark
1384.4418