DEVELOPMENT... OpenML
Run
181293

Run 181293

Task 4587 (Supervised Classification) pendigits 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
0.9275
Per class
F measure
0.9803
Per class
Kappa
0.8923
KB relative information score
94853.7691
Mean absolute error
0.0192
Mean prior absolute error
0.1865
Number of instances
109920
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9804
Per class
Predictive accuracy
0.9808
Prior entropy
0.482
Recall
0.9808
Per class
Relative absolute error
0.1031
Root mean prior squared error
0.3054
Root mean squared error
0.1387
Root relative squared error
0.4543
SciMark benchmark
1336.2976
UserCPU time millis
3050
UserCPU time millis testing
1300
UserCPU time millis training
1750