Run
3858863

Run 3858863

Task 15 (Supervised Classification) breast-w Uploaded 03-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_Bagging_DecisionStump(1 )Weka implementation of FilteredClassifier
weka.Bagging_DecisionStump(6)_P100
weka.Bagging_DecisionStump(6)_S1
weka.Bagging_DecisionStump(6)_num-slots1
weka.Bagging_DecisionStump(6)_I10
weka.Bagging_DecisionStump(6)_Wweka.classifiers.trees.DecisionStump
weka.FilteredClassifier_AttributeSelectedClassifier_Bagging_DecisionStump(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_Bagging_DecisionStump(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_Bagging_DecisionStump(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_Bagging_DecisionStump(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_Bagging_DecisionStump(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
0.9693
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8376
Cross-validation details (10-fold Crossvalidation)
KB relative information score
507.5449
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1356
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9273
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9256
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9256
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3001
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2372
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.499
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1420.4467
UserCPU time millis
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)