DEVELOPMENT... OpenML
Run
25791

Run 25791

Task 59 (Supervised Classification) iris Uploaded 07-10-2014 by Felicia West
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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
0.9874
Per class
Build CPU time
0.0012
Build memory
74377898.4
F measure
0.9533
Per class
Kappa
0.93
KB relative information score
72.468
Mean absolute error
0.283
Mean prior absolute error
0.4444
Number of instances
150
Per class
OS information
[Oracle Corporation, 1.7.0_67, x86_64, Mac OS X, 10.9.5]
Precision
0.9534
Per class
Predictive accuracy
0.9533
Prior entropy
1.585
Recall
0.9533
Per class
Relative absolute error
0.6368
Root mean prior squared error
0.4714
Root mean squared error
0.3408
Root relative squared error
0.723
SciMark benchmark
1705.8697[1032.70618843969921239.1994038576177661.57843928828111363.91263977754874231.951683947164]