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deomareza

Deo Mareza

Recently Published

Scotty Classification
A classification model in order to predict insufficient driver based on Scotty (a ride hailing app in Turkey) dataset.
COVID 19 Indonesia Time Series
A Time Series exercise regarding coronavirus rate of infection in Indonesia, compared to its neighbor.
Chicago Theft Time Series
A Time Series exercise on getting seasonal data and forecasting time series data on crime dataset from Chicago Police.
Spotify PCA Visualization
Testing PCA visualization with Spotify Data to group songs based on its' characteristics.
Bank Marketing Classification
The data I'm looking at for this one is a Portuguese banking institution marketing campaign based on phone calls. Our goal is to decide whether or not a customer would subscribe to the product.
Heart Disease Classification
We're trying 2 different classification approach, logistic regression and kNN to try and classify whether a patient has a heart disease.
Titanic Logistic Regression LBB
An attempt at a Kaggle competition. This logistic regression model is trying to classify the survivability of a passenger of Titanic.
Crime Rate Linear Regression Model
I'm trying to make a linear regression model to predict the crime rate and see how different kinds of predictor variables affects it.
LBB House Pricing Prediction using Linear Model
An exercise with data taken from kaggle where I create a model to predict house price based on various variable predictors.
College Admission Prediction
Using linear regression method, I'm trying to predict the chance of someone getting into a university of their choice.
Test Document
Class document for publish testing