Run
180169

Run 180169

Task 232 (Supervised Classification) anneal Uploaded 25-02-2015 by Joaquin Vanschoren
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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
0.8481
Per class
Cross-validation details (33% Holdout set)
F measure
0.9002
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7915
Cross-validation details (33% Holdout set)
KB relative information score
251.857
Cross-validation details (33% Holdout set)
Mean absolute error
0.027
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.141
Cross-validation details (33% Holdout set)
Number of instances
296
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.927
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9189
Cross-validation details (33% Holdout set)
Prior entropy
1.2149
Cross-validation details (33% Holdout set)
Recall
0.9189
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1917
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.2709
Cross-validation details (33% Holdout set)
Root mean squared error
0.1644
Cross-validation details (33% Holdout set)
Root relative squared error
0.6068
Cross-validation details (33% Holdout set)
SciMark benchmark
825.5282
UserCPU time millis
60
Cross-validation details (33% Holdout set)
UserCPU time millis testing
10
Cross-validation details (33% Holdout set)
UserCPU time millis training
50
Cross-validation details (33% Holdout set)