DEVELOPMENT... OpenML
Run
180243

Run 180243

Task 1780 (Supervised Classification) mfeat-karhunen 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
0.8793
Per class
F measure
0.788
Per class
Kappa
0.7587
KB relative information score
7728.6147
Mean absolute error
0.0434
Mean prior absolute error
0.18
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8077
Per class
Predictive accuracy
0.7828
Prior entropy
3.3219
Recall
0.7828
Per class
Relative absolute error
0.2413
Root mean prior squared error
0.3
Root mean squared error
0.2084
Root relative squared error
0.6947
SciMark benchmark
1315.395
UserCPU time millis
2330
UserCPU time millis testing
1310
UserCPU time millis training
1020