Run
4331653

Run 4331653

Task 43 (Supervised Classification) spambase Uploaded 05-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_RandomCommittee_RandomT ree(1)Weka implementation of FilteredClassifier
weka.RandomCommittee_RandomTree(7)_S1
weka.RandomCommittee_RandomTree(7)_num-slots1
weka.RandomCommittee_RandomTree(7)_I10
weka.RandomCommittee_RandomTree(7)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(14)_K0
weka.RandomTree(14)_M1.0
weka.RandomTree(14)_V0.001
weka.RandomTree(14)_S1
weka.FilteredClassifier_AttributeSelectedClassifier_RandomCommittee_RandomTree(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_RandomCommittee_RandomTree(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_RandomCommittee_RandomTree(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_RandomCommittee_RandomTree(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_RandomCommittee_RandomTree(2)_Wweka.classifiers.meta.RandomCommittee

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
0.966
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.934
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8616
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3789.0104
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0871
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.934
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9341
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9341
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1825
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2306
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4718
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1543.202
UserCPU time millis
330
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
310
Cross-validation details (10-fold Crossvalidation)