Raden Aurelius Andhika Viadinugroho – Medium

Raden Aurelius Andhika Viadinugroho

Raden Aurelius Andhika Viadinugroho
in
Towards Data Science

Generate Simulated Dataset for Linear Model in R

When the real dataset is hard to find, simulate it.

6 min readJun 17, 2021

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Generate Simulated Dataset for Linear Model in R

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2

Raden Aurelius Andhika Viadinugroho
in
Towards Data Science

Imbalanced Classification in Python: SMOTE-ENN Method

7 min readMay 30, 2021

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Imbalanced Classification in Python: SMOTE-ENN Method

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Raden Aurelius Andhika Viadinugroho
in
Towards Data Science

Gacha Simulation using Monte Carlo Method in R

5 min readMay 13, 2021

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Gacha Simulation using Monte Carlo Method in R

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Raden Aurelius Andhika Viadinugroho
in
Towards Data Science

Imbalanced Classification in Python: SMOTE-Tomek Links Method

Combining SMOTE with Tomek Links for imbalanced classification in Python

10 min readApr 18, 2021

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Imbalanced Classification in Python: SMOTE-Tomek Links Method

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Raden Aurelius Andhika Viadinugroho
in
Towards Data Science

Understanding Evaluation Metrics in Classification Modeling

A guide to understanding your classification model performance better

8 min readApr 9, 2021

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Understanding Evaluation Metrics in Classification Modeling

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Raden Aurelius Andhika Viadinugroho
in
Towards Data Science

Genetic Algorithm in R: Hyperparameter Tuning

Tune your model’s hyperparameter using a Genetic Algorithm in R

10 min readMar 21, 2021

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Genetic Algorithm in R: Hyperparameter Tuning

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Raden Aurelius Andhika Viadinugroho
in
Towards Data Science

Generate Random Variable Using Inverse Transform Method in Python

“From Uniform to any random variables”, that’s the magic word.

5 min readMar 17, 2021

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Generate Random Variable Using Inverse Transform Method in Python

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Raden Aurelius Andhika Viadinugroho
in
Towards Data Science

Genetic Algorithm in R: The Knapsack Problem

Solve the Knapsack Problem using Genetic Algorithm approach in R

9 min readMar 7, 2021

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Genetic Algorithm in R: The Knapsack Problem

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Raden Aurelius Andhika Viadinugroho
in
Towards Data Science

Things That You Should Check Before Creating Univariate Time Series Model

Check these things to make your Univariate Time Series model performs better.

6 min readMar 3, 2021

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Things That You Should Check Before Creating Univariate Time Series Model

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Raden Aurelius Andhika Viadinugroho
in
Towards Data Science

Calculate Maximum Likelihood Estimator with Newton-Raphson Method using R

Use this method to help you calculate the Maximum Likelihood Estimator (MLE) of any estimator for your model.

7 min readMar 1, 2021

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Calculate Maximum Likelihood Estimator with Newton-Raphson Method using R

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1

Raden Aurelius Andhika Viadinugroho

Raden Aurelius Andhika Viadinugroho

Bachelor of Science (Statistics Major) in Gadjah Mada University | Data Science Enthusiast

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