Run
248699

Run 248699

Task 1774 (Supervised Classification) lymph Uploaded 04-03-2015 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_Standardize_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_Standardize_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes

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.

22 Evaluation measures

Area under ROC curve
0.9048
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.8129
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.6456
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
459.2656
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1011
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
740
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8134
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.8149
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.8149
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.3776
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.2665
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.7322
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
922.1419
UserCPU time millis
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training