Run
228498

Run 228498

Task 4586 (Supervised Classification) ipums_la_99-small Uploaded 01-03-2015 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
0.7748
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5874
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.086
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-469758.7941
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.5234
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1203
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
88440
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
0.9374
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.4781
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.3444
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.4781
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
4.3512
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2452
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.7136
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
2.9107
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
918.6005
UserCPU time millis
130
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
80
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
50
Cross-validation details (10 times 10-fold Crossvalidation)