DEVELOPMENT... OpenML
Run
180220

Run 180220

Task 273 (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
0.9169
Per class
F measure
0.9252
Per class
Kappa
0.8418
KB relative information score
1271.3662
Mean absolute error
0.0744
Mean prior absolute error
0.4764
Number of instances
1518
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9256
Per class
Predictive accuracy
0.9256
Prior entropy
0.9674
Recall
0.9256
Per class
Relative absolute error
0.1562
Root mean prior squared error
0.4875
Root mean squared error
0.2728
Root relative squared error
0.5597
SciMark benchmark
1372.2145
UserCPU time millis
6200
UserCPU time millis testing
2970
UserCPU time millis training
3230