DEVELOPMENT... OpenML
Run
180423

Run 180423

Task 3055 (Supervised Classification) monks-problems-3 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
0.9858
Per class
F measure
0.9836
Per class
Kappa
0.9663
KB relative information score
174.6828
Mean absolute error
0.0165
Mean prior absolute error
0.4967
Number of instances
182
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9841
Per class
Predictive accuracy
0.9835
Prior entropy
0.9989
Recall
0.9835
Per class
Relative absolute error
0.0332
Root mean prior squared error
0.4971
Root mean squared error
0.1284
Root relative squared error
0.2583
SciMark benchmark
1318.1432
UserCPU time millis
10
UserCPU time millis testing
10