DEVELOPMENT... OpenML
Run
180648

Run 180648

Task 3688 (Supervised Classification) houses 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
0.9778
Per class
F measure
0.9764
Per class
Kappa
0.952
KB relative information score
19637.2933
Mean absolute error
0.0236
Mean prior absolute error
0.4907
Number of instances
20640
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9768
Per class
Predictive accuracy
0.9764
Prior entropy
0.9866
Recall
0.9764
Per class
Relative absolute error
0.0482
Root mean prior squared error
0.4953
Root mean squared error
0.1538
Root relative squared error
0.3104
SciMark benchmark
1291.6995
UserCPU time millis
5670
UserCPU time millis testing
3440
UserCPU time millis training
2230

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