DEVELOPMENT... OpenML
Run
6303

Run 6303

Task 30 (Supervised Classification) page-blocks Uploaded 15-05-2014 by Felicia West
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Flow

weka.NaiveBayesMultinomial(1)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.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9322
Per class
F measure
0.9256
Per class
Kappa
0.6406
KB relative information score
2580.6123
Mean absolute error
0.0344
Mean prior absolute error
0.0762
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9496
Per class
Predictive accuracy
0.9141
Prior entropy
0.6391
Recall
0.9141
Per class
Relative absolute error
0.4517
Root mean prior squared error
0.1949
Root mean squared error
0.1829
Root relative squared error
0.9388
SciMark benchmark
631.8187[414.112199786304943.198739202682292.0951738571876509.80939301284286999.8778768496679]