Run
3822495

Run 3822495

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_AttributeSelectedClassifier_LMT(1)Weka implementation of FilteredClassifier
weka.LMT(6)_I-1
weka.LMT(6)_M15
weka.LMT(6)_W0.0
weka.FilteredClassifier_AttributeSelectedClassifier_LMT(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_LMT(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_LMT(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_LMT(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_LMT(2)_Wweka.classifiers.trees.LMT

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
0.9629
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9318
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8567
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3712.552
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0973
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
0.9319
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.932
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.932
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2038
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2384
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4879
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1430.4746
UserCPU time millis
5240
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
5230
Cross-validation details (10-fold Crossvalidation)