DEVELOPMENT... OpenML
Run
88780

Run 88780

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 03-12-2014 by Bray
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Flow

weka.NaiveBayesMultinomial(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
0.5106
Per class
Average cost
16.1805
Build CPU time
0.091
Build memory
1370530140.1457
F measure
0.761
Per class
Kappa
0.031
KB relative information score
78705.7509
Mean absolute error
0.1847
Mean prior absolute error
0.2795
Number of instances
399482
Per class
OS information
[Oracle Corporation, 1.8.0_20, amd64, Windows 7, 6.1]
Precision
0.7376
Per class
Predictive accuracy
0.8153
Prior entropy
0.653
Recall
0.8153
Per class
Relative absolute error
0.6608
Root mean prior squared error
0.3738
Root mean squared error
0.4297
Root relative squared error
1.1496
SciMark benchmark
1045.986
Total cost
6463800