Run
10669

Run 10669

Task 38 (Supervised Classification) ecoli Uploaded 22-05-2014 by Joaquin Vanschoren
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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
0.934
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2541
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23.9834
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1763
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
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
0.1811
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4256
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.4256
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9646
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2918
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9675
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
886.8148[565.3940416310953896.6751314546564483.88543266528814908.32981910425011579.78979063189]