Run
3757230

Run 3757230

Task 43 (Supervised Classification) spambase Uploaded 03-07-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_LWL_RandomTree(1)Weka implementation of FilteredClassifier
weka.RandomTree(14)_K0
weka.RandomTree(14)_M1.0
weka.RandomTree(14)_V0.001
weka.RandomTree(14)_S1
weka.FilteredClassifier_LWL_RandomTree(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_LWL_RandomTree(1)_Wweka.classifiers.lazy.LWL
weka.LWL_RandomTree(4)_Atrue
weka.LWL_RandomTree(4)_K-1
weka.LWL_RandomTree(4)_U0
weka.LWL_RandomTree(4)_Wweka.classifiers.trees.RandomTree

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
0.9103
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9113
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8147
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3720.6684
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0896
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
0.9117
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9111
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9111
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1876
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2974
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6087
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1475.8406
UserCPU time millis
195670
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
195670
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)