DEVELOPMENT... OpenML
Run
47393

Run 47393

Task 1710 (Learning Curve) balance-scale 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
0.9593 ± 0.0129
Per class
Build CPU time
0.0002
Build memory
1576440702.6
Kappa
0.7596 ± 0.0559
KB relative information score
0.3437 ± 0.0313
Mean absolute error
0.2636 ± 0.0126
Mean prior absolute error
0.3798 ± 0.0012
Number of instances
625
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Predictive accuracy
0.8704 ± 0.0303
Prior entropy
1.3181 ± 0.0124
Recall
0.8704 ± 0.0303
Per class
Relative absolute error
0.6941 ± 0.033
Root mean prior squared error
0.4356 ± 0.0014
Root mean squared error
0.3199 ± 0.012
Root relative squared error
0.7344 ± 0.0272
SciMark benchmark
1794.5417