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Razita Amalina's Projects

bank-sampah icon bank-sampah

A simple program to store data regarding the waste bank.

healthme-java icon healthme-java

HealthMe is an application that provides hospital services such as disease diagnosis and doctor consultation. In addition, users can order hospital queues through this website.

healthme-website icon healthme-website

HealthMe is a web-based application that provides hospital services such as disease diagnosis and doctor consultation. In addition, users can order hospital queues through this website.

machine-learning---automated-machine-learning-tpot icon machine-learning---automated-machine-learning-tpot

Add better insight into the use of AutoML for certain datasets, especially Breast Cancer Wisconsin (Diagnostic). In addition, it is expected to provide an understanding of the weaknesses and shortcomings of the selected use of AutoML, namely the Tree-Based Pipeline Optimization Tool (TPOT) for modeling automation.

machine-learning---case-based-1 icon machine-learning---case-based-1

explain, implement, analyze, and design a supervised learning machine learning technique, namely Multilayer Perceptron (MLP) on the Audit Risk dataset.

machine-learning---case-based-2 icon machine-learning---case-based-2

Explain, implement, analyze, and design unsupervised learning machine learning techniques, namely K-Means with the Water Treatment Plant dataset.

machine-learning---learning icon machine-learning---learning

Nearest Neighbor is a simple algorithm that stores all available cases and classifies new cases based on a similarity measure. Using a non-parametric technique means that no parameters are set at the start.

machine-learning---project-based icon machine-learning---project-based

Boosting is one of the methods contained in Ensemble Learning. This technique makes it possible to combine several models into one more robust model.

machine-learning---reasoning icon machine-learning---reasoning

Reasoning using Fuzzy Logic. Fuzzy Logic relies on common sense to solve problems using degrees of truth between 0 and 1.

machine-learning---searching icon machine-learning---searching

We analyze the search for the minimum value of the function and domain (value limit) for 𝑥 and 𝑦 that have been provided. To analyze the search, a genetic algorithm is used.

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