DEVELOPMENT... OpenML
Run
180744

Run 180744

Task 3810 (Supervised Classification) arsenic-male-bladder Uploaded 25-02-2015 by Felicia West
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Flow

weka.NNge(3)Brent Martin (1995). Instance-Based learning: Nearest Neighbor With Generalization. Hamilton, New Zealand. Sylvain Roy (2002). Nearest Neighbor With Generalization. Christchurch, New Zealand.
weka.NNge(3)_G5
weka.NNge(3)_I5

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
0.7985
Per class
F measure
0.9593
Per class
Kappa
0.5333
KB relative information score
127.8638
Mean absolute error
0.0429
Mean prior absolute error
0.0837
Number of instances
559
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9623
Per class
Predictive accuracy
0.9571
Prior entropy
0.2628
Recall
0.9571
Per class
Relative absolute error
0.5131
Root mean prior squared error
0.2027
Root mean squared error
0.2072
Root relative squared error
1.0222
SciMark benchmark
1330.2678
UserCPU time millis
10
UserCPU time millis training
10