Run
4745255

Run 4745255

Task 6 (Supervised Classification) letter 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
0.6512
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0109
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0329
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2445.7166
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0726
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.0059
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.0709
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.0709
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9815
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1905
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9907
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1504.1166
UserCPU time millis
110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
60
Cross-validation details (10-fold Crossvalidation)