Run
249444

Run 249444

Task 4435 (Supervised Classification) fri_c2_1000_50 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
0.7507
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7627
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5133
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
3285.3669
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3403
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4866
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
10000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7634
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7623
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9806
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7623
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6993
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4932
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4475
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9072
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
922.1419
UserCPU time millis
30
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10 times 10-fold Crossvalidation)