Run
5048631

Run 5048631

Task 26 (Supervised Classification) nursery Uploaded 09-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_Dagging_DecisionStump(1 )Weka implementation of FilteredClassifier
weka.Dagging_DecisionStump(5)_F10
weka.Dagging_DecisionStump(5)_S1
weka.Dagging_DecisionStump(5)_Wweka.classifiers.trees.DecisionStump
weka.FilteredClassifier_AttributeSelectedClassifier_Dagging_DecisionStump(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_Dagging_DecisionStump(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_Dagging_DecisionStump(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_Dagging_DecisionStump(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_Dagging_DecisionStump(2)_Wweka.classifiers.meta.Dagging

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
0.8281
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5509
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4959
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6929.1896
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1429
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.4959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6625
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.6625
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5232
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2673
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7234
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1431.2975
UserCPU time millis
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)