DEVELOPMENT... OpenML
Run
180201

Run 180201

Task 262 (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
0.9838
Per class
F measure
0.9708
Per class
Kappa
0.9675
KB relative information score
3516.0289
Mean absolute error
0.0058
Mean prior absolute error
0.18
Number of instances
3627
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.971
Per class
Predictive accuracy
0.9708
Prior entropy
3.3208
Recall
0.9708
Per class
Relative absolute error
0.0325
Root mean prior squared error
0.3
Root mean squared error
0.0765
Root relative squared error
0.2549
SciMark benchmark
1372.2145
UserCPU time millis
4560
UserCPU time millis testing
2340
UserCPU time millis training
2220