DEVELOPMENT... OpenML
Run
180653

Run 180653

Task 3718 (Supervised Classification) boston 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
0.8694
Per class
F measure
0.8769
Per class
Kappa
0.7451
KB relative information score
376.367
Mean absolute error
0.1225
Mean prior absolute error
0.4849
Number of instances
506
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8773
Per class
Predictive accuracy
0.8775
Prior entropy
0.9782
Recall
0.8775
Per class
Relative absolute error
0.2527
Root mean prior squared error
0.4924
Root mean squared error
0.35
Root relative squared error
0.7109
SciMark benchmark
1372.2145
UserCPU time millis
20
UserCPU time millis testing
10
UserCPU time millis training
10