DEVELOPMENT... OpenML
Run
180730

Run 180730

Task 3797 (Supervised Classification) socmob 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
0.8268
Per class
F measure
0.8951
Per class
Kappa
0.6883
KB relative information score
763.1692
Mean absolute error
0.1021
Mean prior absolute error
0.3451
Number of instances
1156
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8947
Per class
Predictive accuracy
0.8979
Prior entropy
0.7637
Recall
0.8979
Per class
Relative absolute error
0.2958
Root mean prior squared error
0.4152
Root mean squared error
0.3195
Root relative squared error
0.7694
SciMark benchmark
1291.6995
UserCPU time millis
30
UserCPU time millis testing
10
UserCPU time millis training
20