DEVELOPMENT... OpenML
Run
180178

Run 180178

Task 43 (Supervised Classification) spambase 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
0.9192
Per class
F measure
0.9196
Per class
Kappa
0.8324
KB relative information score
3808.4526
Mean absolute error
0.0806
Mean prior absolute error
0.4776
Number of instances
4601
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9204
Per class
Predictive accuracy
0.9194
Prior entropy
0.9674
Recall
0.9194
Per class
Relative absolute error
0.1688
Root mean prior squared error
0.4886
Root mean squared error
0.284
Root relative squared error
0.5811
SciMark benchmark
1442.7264
UserCPU time millis
6190
UserCPU time millis testing
2970
UserCPU time millis training
3220