New SMOTE LIKE data oversampling.

New SMOTE LIKE data oversampling.

Alexandre Carvalho

Alexandre Carvalho

Santo André, São Paulo

Generate artificial data for training machine learning algorithms for unbalanced data problems.

Artificial Intelligence

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Description

Generate artificial data for training machine learning algorithms for unbalanced data problems. Unbalanced data consist in real problems and to training machine learning algorithms with unbalanced data is a challenge. So, techniques like SMOTE are necessary to improve quality results in classification. Here, we development new method to do this.

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