Run
2961350

Run 2961350

Task 24 (Supervised Classification) mushroom Uploaded 28-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_Bagging_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_Bagging_NaiveBayes(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_Bagging_NaiveBayes(1)_Wweka.classifiers.meta.Bagging
weka.Bagging_NaiveBayes(12)_P100
weka.Bagging_NaiveBayes(12)_S1
weka.Bagging_NaiveBayes(12)_num-slots1
weka.Bagging_NaiveBayes(12)_I10
weka.Bagging_NaiveBayes(12)_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
0.998
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9572
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9143
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7433.1838
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0424
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
8124
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9594
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9573
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.9573
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0849
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1766
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3535
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1564.1403
UserCPU time millis
240
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
230
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)