DEVELOPMENT... OpenML
Run
180442

Run 180442

Task 3494 (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
0.9766
Per class
F measure
0.9765
Per class
Kappa
0.953
KB relative information score
527.9367
Mean absolute error
0.0235
Mean prior absolute error
0.4992
Number of instances
554
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9765
Per class
Predictive accuracy
0.9765
Prior entropy
0.9989
Recall
0.9765
Per class
Relative absolute error
0.047
Root mean prior squared error
0.4996
Root mean squared error
0.1532
Root relative squared error
0.3066
SciMark benchmark
1306.6379
UserCPU time millis
10
UserCPU time millis training
10