Análise de Predições de Subscrições de Serviço. A base marketing foi utilizada para previsão de subscrições do serviço com modelos de classificação. No trabalho como um todo foram utilizados os modelos de Regressão Logística, Árvore de Decisão, SVM e Redes Neurais. Observação: Baixe o arquivo HTML para ver o trabalho completo em formato de relat…

Handwritten Digit Recognition

Gauging how Support Vector Machine Algorithm behaves with Hyperparameter Tuning

Malware analysis of files, detect the type of malware and check whether its a malware or not by using virus total.

Classical implementation of Clustering and Classification Algorithms.

A sentiment analysis using SPAM/HAM Text Classification data using Support Vector Machines. Utilizes different variations of the Synthetic Minority Oversampling Technique (SMOTE-SVM, SMOTE-KNN).

CharitML project

2nd assignment of marketing analytics lesson at MEF university.

Tidy Tuesday Week 4 - 2022

Our main project goals include trying to achieve a way for all researchers to be able to find and contact other researchers that are working on or have worked on the same field of study as them. The project goals also include trying to ensure that the RPS database can be scraped in order to find all papers that are linked to the search field use…

Tutorials of Machine Learning in Jupyter Notebooks

Explore an ML model with Logistic Regression, SVM, Gradient Boosting, Random Forest, and Decision Tree, enhanced via Hyperparameter Tuning. Experience our GUI-based ML model with 82.49% accuracy. Try it now!