DEVELOPMENT... OpenML
Run
187668

Run 187668

Task 4244 (Supervised Classification) prnn_crabs Uploaded 25-02-2015 by Felicia West
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Flow

weka.A1DE(4)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(4)_F1
weka.A1DE(4)_M1.0

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
0.7153
Per class
F measure
0.6591
Per class
Kappa
0.328
KB relative information score
519.804
Mean absolute error
0.3778
Mean prior absolute error
0.5
Number of instances
2000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.674
Per class
Predictive accuracy
0.664
Prior entropy
1
Recall
0.664
Per class
Relative absolute error
0.7556
Root mean prior squared error
0.5
Root mean squared error
0.4686
Root relative squared error
0.9371
SciMark benchmark
1337.7959