Run
180219

Run 180219

Task 285 (Supervised Classification) vote 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
0.9534
Per class
Cross-validation details (33% Holdout set)
F measure
0.9513
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8976
Cross-validation details (33% Holdout set)
KB relative information score
127.6955
Cross-validation details (33% Holdout set)
Mean absolute error
0.049
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4739
Cross-validation details (33% Holdout set)
Number of instances
143
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9524
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.951
Cross-validation details (33% Holdout set)
Prior entropy
0.9627
Cross-validation details (33% Holdout set)
Recall
0.951
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1033
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4865
Cross-validation details (33% Holdout set)
Root mean squared error
0.2212
Cross-validation details (33% Holdout set)
Root relative squared error
0.4548
Cross-validation details (33% Holdout set)
SciMark benchmark
1315.395
UserCPU time millis
20
Cross-validation details (33% Holdout set)
UserCPU time millis testing
10
UserCPU time millis training
10
Cross-validation details (33% Holdout set)