DEVELOPMENT... OpenML
Run
180972

Run 180972

Task 4254 (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
0.967
Per class
F measure
0.957
Per class
Kappa
0.9373
KB relative information score
7890.7023
Mean absolute error
0.0215
Mean prior absolute error
0.3439
Number of instances
8410
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9578
Per class
Predictive accuracy
0.9571
Prior entropy
1.7898
Recall
0.9571
Per class
Relative absolute error
0.0624
Root mean prior squared error
0.4146
Root mean squared error
0.1465
Root relative squared error
0.3534
SciMark benchmark
1359.379
UserCPU time millis
280
UserCPU time millis testing
130
UserCPU time millis training
150