Run
89526

Run 89526

Task 3706 (Supervised Classification) stock Uploaded 08-12-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.NaiveBayesMultinomialUpdateable(2)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.

21 Evaluation measures

Area under ROC curve
0.8051
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.0025
Cross-validation details (10-fold Crossvalidation)
Build memory
26274689.6
Cross-validation details (10-fold Crossvalidation)
F measure
0.6716
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3431
Cross-validation details (10-fold Crossvalidation)
KB relative information score
337.5909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3211
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4996
Cross-validation details (10-fold Crossvalidation)
Number of instances
950
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
0.6719
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6716
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9995
Cross-validation details (10-fold Crossvalidation)
Recall
0.6716
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6427
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5478
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0961
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.7182