DEVELOPMENT... OpenML
Run
201953

Run 201953

Task 4518 (Supervised Classification) arsenic-female-lung 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
0.892
Per class
F measure
0.9878
Per class
Kappa
0.7993
KB relative information score
1751.2727
Mean absolute error
0.0208
Mean prior absolute error
0.0672
Number of instances
5590
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9886
Per class
Predictive accuracy
0.9887
Prior entropy
0.222
Recall
0.9887
Per class
Relative absolute error
0.3093
Root mean prior squared error
0.1812
Root mean squared error
0.1113
Root relative squared error
0.6144
SciMark benchmark
1384.4418
UserCPU time millis
20
UserCPU time millis testing
20