DEVELOPMENT... OpenML
Run
89526

Run 89526

Task 3706 (Supervised Classification) stock Uploaded 08-12-2014 by Felicia West
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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.

21 Evaluation measures

Area under ROC curve
0.8051
Per class
Build CPU time
0.0025
Build memory
26274689.6
F measure
0.6716
Per class
Kappa
0.3431
KB relative information score
337.5909
Mean absolute error
0.3211
Mean prior absolute error
0.4996
Number of instances
950
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6719
Per class
Predictive accuracy
0.6716
Prior entropy
0.9995
Recall
0.6716
Per class
Relative absolute error
0.6427
Root mean prior squared error
0.4998
Root mean squared error
0.5478
Root relative squared error
1.0961
SciMark benchmark
943.7182