Run
7649

Run 7649

Task 39 (Supervised Classification) sonar Uploaded 22-05-2014 by Joaquin Vanschoren
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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
0.7823
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3714
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16.8795
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4535
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2848
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5337
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.5337
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9112
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6459
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2947
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
884.738[559.9488393771786893.7638614379462483.88543266528814906.75889678256981579.33286412633]