Run
2040459

Run 2040459

Task 2073 (Supervised Classification) yeast Uploaded 11-04-2017 by Arlind Kadra
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Flow

weka.NaiveBayesMultinomial(6)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.

17 Evaluation measures

Area under ROC curve
0.7893
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1856
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0237
Cross-validation details (10-fold Crossvalidation)
KB relative information score
51.6279
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1537
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1555
Cross-validation details (10-fold Crossvalidation)
Number of instances
1484
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3112
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3261
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5035
Cross-validation details (10-fold Crossvalidation)
Recall
0.3261
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.988
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2763
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9912
Cross-validation details (10-fold Crossvalidation)