DEVELOPMENT... OpenML
Run
181381

Run 181381

Task 4706 (Supervised Classification) pc1_req 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
0.5519
Per class
F measure
0.5774
Per class
Kappa
0.0963
KB relative information score
-66.9744
Mean absolute error
0.4334
Mean prior absolute error
0.4455
Number of instances
3200
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5998
Per class
Predictive accuracy
0.5666
Prior entropy
0.9204
Recall
0.5666
Per class
Relative absolute error
0.973
Root mean prior squared error
0.4718
Root mean squared error
0.6584
Root relative squared error
1.3955
SciMark benchmark
825.5282
UserCPU time millis
20
UserCPU time millis testing
10
UserCPU time millis training
10