Run
6307

Run 6307

Task 22 (Supervised Classification) mfeat-zernike Uploaded 15-05-2014 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
0.8685
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7114
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.68
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1403.4979
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0577
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
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
0.7128
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.712
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.712
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3204
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2372
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7905
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
941.0244[568.89779800413941015.5230404536866483.8854846559526878.49866906342321758.3171307218695]