Run
4746769

Run 4746769

Task 31 (Supervised Classification) credit-g Uploaded 07-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_MultiBoostAB_DecisionStump(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_MultiBoostAB_DecisionStump(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_MultiBoostAB_DecisionStump(1)_Wweka.classifiers.meta.MultiBoostAB
weka.MultiBoostAB_DecisionStump(5)_C3
weka.MultiBoostAB_DecisionStump(5)_P100
weka.MultiBoostAB_DecisionStump(5)_S1
weka.MultiBoostAB_DecisionStump(5)_I10
weka.MultiBoostAB_DecisionStump(5)_Wweka.classifiers.trees.DecisionStump

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
0.7065
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5902
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0076
Cross-validation details (10-fold Crossvalidation)
KB relative information score
206.44
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3135
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.5909
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.688
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.688
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7461
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4773
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0415
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1422.0884
UserCPU time millis
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)