DEVELOPMENT... OpenML
Run
180494

Run 180494

Task 3549 (Supervised Classification) analcatdata_authorship 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
0.977
Per class
F measure
0.9703
Per class
Kappa
0.9567
KB relative information score
805.9795
Mean absolute error
0.0149
Mean prior absolute error
0.3439
Number of instances
841
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9707
Per class
Predictive accuracy
0.9703
Prior entropy
1.7898
Recall
0.9703
Per class
Relative absolute error
0.0432
Root mean prior squared error
0.4146
Root mean squared error
0.1219
Root relative squared error
0.2941
SciMark benchmark
1425.1294
UserCPU time millis
510
UserCPU time millis testing
270
UserCPU time millis training
240