Run
3848999

Run 3848999

Task 43 (Supervised Classification) spambase Uploaded 03-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_Bagging_REPTree(1)Weka implementation of FilteredClassifier
weka.Bagging_REPTree(26)_P100
weka.Bagging_REPTree(26)_S1
weka.Bagging_REPTree(26)_num-slots1
weka.Bagging_REPTree(26)_I10
weka.Bagging_REPTree(26)_Wweka.classifiers.trees.REPTree
weka.REPTree(18)_M2
weka.REPTree(18)_V0.001
weka.REPTree(18)_N3
weka.REPTree(18)_S1
weka.REPTree(18)_L-1
weka.REPTree(18)_I0.0
weka.FilteredClassifier_AttributeSelectedClassifier_Bagging_REPTree(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_Bagging_REPTree(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_Bagging_REPTree(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_Bagging_REPTree(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_Bagging_REPTree(2)_Wweka.classifiers.meta.Bagging

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
0.9753
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9322
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8578
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3589.1564
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1138
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
0.9323
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9324
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9324
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2382
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2312
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4731
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1538.793
UserCPU time millis
320
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
300
Cross-validation details (10-fold Crossvalidation)