Mehmet Ali TOR – Medium

Mehmet Ali TOR

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Mehmet Ali TOR

Top 15 Machine Learning Regression Algorithms

Machine learning regression algorithms examine relationships between given data, creating prediction models for continuous variables…

Jun 28

Top 15 Machine Learning Regression Algorithms

Jun 28

Mehmet Ali TOR

Outlier Analysis Methods In Machine Learning

Hello, in this article, I talked about how to detect outliers in our data sets and the analysis processes we can do for these values.

Sep 8

Outlier Analysis Methods In Machine Learning

Sep 8

Mehmet Ali TOR

Best Missing Data Analysis Methods

Missing data is frequently encountered in data sets obtained from real life. Since missing data causes problems in many data analysis…

Aug 19

Best Missing Data Analysis Methods

Aug 19

Mehmet Ali TOR

Evaluation Metrics for Classification Problems

(Accuracy, Recall, Precision, F1 Score, ROC-AUC)

Aug 7

Evaluation Metrics for Classification Problems

Aug 7

Mehmet Ali TOR

Top 5 Validation Methods In Machine Learning

We learn how accurate our machine learning models are by calculating error metrics. These values indicate the reliability and…

Jul 22

Top 5 Validation Methods In Machine Learning

Jul 22

Mehmet Ali TOR

Predicting Discharge Based on Temperature and Rainfall Values Using ML: XGBoost Regressor

There are many factors influencing the process of rainfall turning into runoff in a watershed. Therefore, several rainfall-runoff models…

Jul 10

Predicting Discharge Based on Temperature and Rainfall Values Using ML: XGBoost Regressor

Jul 10

Mehmet Ali TOR

Evaluation Metrics for Regression Problems

Machine learning is a powerful tool used extensively in data analysis and prediction. In regression analysis, various error metrics are…

Jul 3

Evaluation Metrics for Regression Problems

Jul 3

Mehmet Ali TOR

Mehmet Ali TOR

Meteorological Engineer | hydrology, hydraulics, flood management, data science, machine learning and deep learning.

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