Essays about: "CatBoost"
Found 4 essays containing the word CatBoost.
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1. Modelling default probabilities: The classical vs. machine learning approach
University essay from KTH/Matematisk statistik; KTH/Matematisk statistikAbstract : Fintech companies that offer Buy Now, Pay Later products are heavily dependent on accurate default probability models. This is since the fintech companies bear the risk of customers not fulfilling their obligations. READ MORE
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2. Predicting profitability of new customers using gradient boosting tree models : Evaluating the predictive capabilities of the XGBoost, LightGBM and CatBoost algorithms
University essay from Högskolan i Skövde/Institutionen för informationsteknologiAbstract : In the context of providing credit online to customers in retail shops, the provider must perform risk assessments quickly and often based on scarce historical data. This can be achieved by automating the process with Machine Learning algorithms. READ MORE
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3. Predicting House Prices on the Countryside using Boosted Decision Trees
University essay from KTH/Matematisk statistikAbstract : This thesis intends to evaluate the feasibility of supervised learning models for predicting house prices on the countryside of South Sweden. It is essential for mortgage lenders to have accurate housing valuation algorithms and the current model offered by Booli is not accurate enough when evaluating residence prices on the countryside. READ MORE
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4. Prediction of Optimal Packaging Solution using Supervised Learning Methods
University essay from KTH/Matematisk statistikAbstract : This thesis investigates the feasibility of supervised learning models in the decision-making problem to package products and predict an optimal packaging solution. The decision-making problem was broken down into a multi-class classification and a regression problem using relevant literature. READ MORE
