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- Risky loan applicants data analysis case study An imbalanced data analysis approach to understand the factors contributing to a loan default.
- Predicting the misclassification cost incurred in air pressure system failure in heavy vehicles In this post, I provide an in-depth analysis of the Air Pressure System (APS), which is a type of function used in heavy vehicles to assist braking and gear changing.
- A classification approach to predicting air crash survival In this post, I provide an in-depth analysis of imbalanced data classification problem
- Employee flight risk modeling behavior In this post, I provide an in-depth treatment of mixed variables for a classification task
- Scraping twitter data to visualize trending tweets in Kuala Lumpur In this post, I’ve scraped twitter data to search some hash-tags and visualized them.
- To eat or not to eat! That's the question? Measuring the association between categorical variables In this post, I provide an in-depth treatment of categorical nominal data to measure significance and association between the variables.
- Learning a classifier from census data A case study on adult income data to predict income level
- Predicting employment related factors in Malaysia- A regression analysis approach A case study on determining factors responsible for a steady employment in Malaysia based on data from the department of statistics
- Predicting rubber plantation yield- A regression analysis approach A case study on predicting rubber yield per tonne based on rubber plantation data of Malaysia
