DEVELOPMENT... OpenML
Run
47397

Run 47397

Task 1713 (Learning Curve) mfeat-fourier Uploaded 05-11-2014 by Jason
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.NaiveBayesMultinomialUpdateable(2)Andrew Mccallum, Kamal Nigam: A Comparison of Event Models for Naive Bayes Text Classification. In: AAAI-98 Workshop on 'Learning for Text Categorization', 1998.

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.

19 Evaluation measures

Area under ROC curve
0.9379 ± 0.0082
Per class
Build CPU time
0.0008
Build memory
247706809.6
Kappa
0.1644 ± 0.0253
KB relative information score
0.1917 ± 0.0023
Mean absolute error
0.1679 ± 0.0003
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Predictive accuracy
0.248 ± 0.0228
Prior entropy
3.3219
Recall
0.248 ± 0.0228
Per class
Relative absolute error
0.9327 ± 0.0018
Root mean prior squared error
0.3
Root mean squared error
0.2911 ± 0.0006
Root relative squared error
0.9703 ± 0.0021
SciMark benchmark
1771.6524