Handling Data Imbalance In Linear Modelling of Fatality Rate of Auto Collision

Author:

Xie Shengkun1ORCID,Zhang Jin2ORCID,Lawniczak Anna T.2ORCID

Affiliation:

1. Global Management Studies, TRSM, Toronto Metropolitan University, Canada

2. Mathematics and Statistics Department, University of Guelph, Canada

Publisher

ACM

Reference18 articles.

1. Imbalanced Data Learning Approaches Review

2. Nitesh  V Chawla . 2010. Data mining for imbalanced datasets: An overview. Data mining and knowledge discovery handbook ( 2010 ), 875–886. Nitesh V Chawla. 2010. Data mining for imbalanced datasets: An overview. Data mining and knowledge discovery handbook (2010), 875–886.

3. SMOTE: Synthetic Minority Over-sampling Technique

4. Handling imbalanced data in customer churn prediction using combined sampling and weighted random forest

5. Preprocessing unbalanced data using support vector machine

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