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Traffic Sports is the majority "Class B" stakeholder.
The dictatorship of the proletariat originally was conceived by Karl Marx (1818 83) as a dictatorship by the majority class.
The investor class is the majority class.
The '#I.R.' is the ratio of highest majority class w.r.t.
class, the percentage of instances in the majority class.
A C of 0.1, however, renders the RBF kernel SVM to a majority class predictor.
Hence, SVMs mostly predict the majority class "no-binding", leading to a high negative recall.
SVMs with an RBF kernel are also able to outperform a majority class predictor.
Results were equivalent and we kept the latter: undersampling the majority class.
The class of this point x becomes then to the majority class after the voting.
For classification with multiple classes, the majority class prediction or a inconclusive value could be used.
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