Run
6010472

Run 6010472

Task 2 (Supervised Classification) anneal Uploaded 18-07-2017 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_J48(1)Weka implementation of FilteredClassifier
weka.J48(38)_C0.5
weka.J48(38)_M20
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_J48(2)_Wweka.classifiers.trees.J48
weka.FilteredClassifier_AttributeSelectedClassifier_J48(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_J48(1)_Wweka.classifiers.meta.AttributeSelectedClassifier

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
0.9122
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8261
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5427
Cross-validation details (10-fold Crossvalidation)
KB relative information score
456.1751
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0774
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8348
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8419
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.8419
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.576
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7449
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1791.5142
UserCPU time millis
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)