DEVELOPMENT... OpenML
Run
181283

Run 181283

Task 4582 (Supervised Classification) analcatdata_dmft 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
0.4897
Per class
F measure
0.6719
Per class
Kappa
-0.0195
KB relative information score
-2085.661
Mean absolute error
0.336
Mean prior absolute error
0.3138
Number of instances
7970
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6805
Per class
Predictive accuracy
0.664
Prior entropy
0.7123
Recall
0.664
Per class
Relative absolute error
1.0708
Root mean prior squared error
0.3958
Root mean squared error
0.5797
Root relative squared error
1.4645
SciMark benchmark
1321.9426
UserCPU time millis
60
UserCPU time millis testing
20
UserCPU time millis training
40