Run
180198

Run 180198

Task 258 (Supervised Classification) optdigits 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
0.9596
Per class
Cross-validation details (33% Holdout set)
F measure
0.9266
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9191
Cross-validation details (33% Holdout set)
KB relative information score
1712.7398
Cross-validation details (33% Holdout set)
Mean absolute error
0.0146
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.18
Cross-validation details (33% Holdout set)
Number of instances
1854
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9286
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9272
Cross-validation details (33% Holdout set)
Prior entropy
3.3218
Cross-validation details (33% Holdout set)
Recall
0.9272
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.0809
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.1207
Cross-validation details (33% Holdout set)
Root relative squared error
0.4023
Cross-validation details (33% Holdout set)
SciMark benchmark
1442.7264
UserCPU time millis
9750
Cross-validation details (33% Holdout set)
UserCPU time millis testing
5090
Cross-validation details (33% Holdout set)
UserCPU time millis training
4660
Cross-validation details (33% Holdout set)