Run
250956

Run 250956

Task 4236 (Supervised Classification) la1s.wc 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
0.8538
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7402
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6757
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
22396.552
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0876
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2665
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
32040
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7586
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7371
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
2.4437
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7371
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3288
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.365
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2945
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8067
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1297.6356
UserCPU time millis
176850
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
132080
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
44770
Cross-validation details (10 times 10-fold Crossvalidation)