DEVELOPMENT... OpenML
Run
11886

Run 11886

Task 52 (Supervised Classification) heart-statlog Uploaded 22-05-2014 by Felicia West
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Flow

weka.NaiveBayesMultinomialUpdateable(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
0.8551
Per class
F measure
0.7474
Per class
Kappa
0.4874
KB relative information score
135.4527
Mean absolute error
0.2458
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7474
Per class
Predictive accuracy
0.7481
Prior entropy
0.9912
Recall
0.7481
Per class
Relative absolute error
0.4976
Root mean prior squared error
0.4969
Root mean squared error
0.4341
Root relative squared error
0.8736
SciMark benchmark
922.3[562.4768572750315895.0092447130635482.7975877024999914.03074966105571757.1857345400422]