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Apr 17, 2022 - Python
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catboost-classifier
Here are 93 public repositories matching this topic...
Detección de cardiopatías en pacientes mediante el uso de datos clínicos utilizando técnicas de Machine Learning y Deep Learning.
data-science machine-learning deep-learning neural-networks random-forest-classifier data-imbalance healthcare-data heart-disease-classification catboost-classifier
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Apr 24, 2023 - Jupyter Notebook
Predicting diabetes using machine learning techniques. Starting with Logistic Regression as a baseline, it progresses to advanced models like Gradient Boosting.
exploratory-data-analysis classification logistic-regression knn-classification visualization-tools ensemble-machine-learning diabetes-prediction catboost-classifier
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Nov 22, 2024 - Jupyter Notebook
This project aims to train the best model for predicting customer churn. In this project; first, data is studied and several diagrams are depicted for storytelling. Since we face with unbalanced data, categorical data, outliers, unscaled data and ecxess of features, related packages from python is utilized to prepare data for modelling.
gradient-boosting-classifier smote standardscaler adaboostclassifier randomforestclassifier catboost-classifier
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Jan 19, 2025 - Jupyter Notebook
Given the data of the user activity of a month, can predict user activity for the upcoming month.
data-science machine-learning logistic-regression boosting-algorithms svm-classifier random-forest-classifier knn-classifier k-fold-cross-validation lightgbm-classifier catboost-classifier
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Jul 17, 2023 - Jupyter Notebook
A Breast Cancer Prediction Model
numpy linear-regression sklearn pandas seaborn decision-tree-classifier kneighborsclassifier random-forest-classifier linearsvc xgboost-classifier adaboostclassifier catboost-classifier
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May 29, 2023 - Jupyter Notebook
We all have experienced a time when we have to look up for a new house to buy. But then the journey begins with a lot of frauds, negotiating deals, researching the local areas and so on. So to deal with this kind of issues Today, I prepared a MACHINE LEARNING Based model, trained on the House Price Prediction Dataset.
python machine-learning random-forest numpy linear-regression pandas seaborn matplotlib support-vector-machine catboost-classifier
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Jun 27, 2023 - Jupyter Notebook
Classification problem in Heart-Disease Data
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Jan 5, 2023 - Jupyter Notebook
The top 5% of the titanic competition in Kaggle. achieved this through ensemble of models
machine-learning random-forest kaggle titanic-kaggle classification data-analysis ensemble feature-engineering ensemble-model ensemble-classifier catboost ensemble-machine-learning xgboost-classifier catboost-classifier
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Nov 9, 2022 - Jupyter Notebook
Water potability classifier using simple logistic regression to advanced gradient boosting algorithms
machine-learning ml logistic-regression decision-tree-classifier random-forest-classifier knn-classifier xgboost-classifier lightgbm-classifier catboost-classifier
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Aug 4, 2024 - Jupyter Notebook
classifying a patient has a heart disease or not
numpy pandas matplotlib scaling svc kneighborsclassifier random-forest-classifier randomizedsearchcv xgbclassifier catboost-classifier
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Jul 29, 2021 - Jupyter Notebook
Amazon employee data to predict approval/ denial
python numpy heatmap sklearn pandas seaborn logistic-regression matplotlib upsampling boxplot warnings accuracy-score modelselection modelbuilding catboost-classifier
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Jun 22, 2023 - HTML
This repository contains the project where the goal is to develop a machine learning model that can accurately predict car prices based on various features. We explored multiple models including K-Nearest Neighbor, Decision Tree, Catboost Classifier, and Light Gradient Boosting Classifier.
classification decision-trees k-nearest-neighbours light-gradient-boosting-machine catboost-classifier
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May 31, 2023 - Jupyter Notebook
We all have experienced a time when we have to look up for a new house to buy. But then the journey begins with a lot of frauds, negotiating deals, researching the local areas and so on. So to deal with this kind of issues Today, I prepared a MACHINE LEARNING Based model, trained on the House Price Prediction Dataset.
python machine-learning random-forest numpy svm linear-regression pandas seaborn matplotlib catboost-classifier
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Jun 4, 2024 - Jupyter Notebook
Solution for competition of workshop ecom-t and Deep Learning School
transformers multilabel-classification pytorch-transformers sckit-learn bert-fine-tuning catboost-classifier
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Oct 18, 2024 - Jupyter Notebook
Using machine learning techniques, namely supervised learning to predict the lifestyle of students by learning the features used and classifying based on the class, namely SES
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Dec 2, 2024 - Jupyter Notebook
Credit card defaulter prediction using data science techniques
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Jul 5, 2024 - Jupyter Notebook
Notes, tutorials, code snippets and templates focused on CatBoost for Machine Learning.
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Jan 8, 2023 - Jupyter Notebook
Built a Machine Learning Supervised classification algorithm, for predicting the risk of cardiovascualar disease withing coming 10 years by analyzing Patients medical History.
python machine-learning eda naive-bayes-classifier logistic-regression decision-tree-classifier knearest-neighbor-classifier random-forest-classifier xgboost-classifier adaboostclassifier lightgbm-classifier catboost-classifier
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Apr 16, 2023 - Jupyter Notebook
This project predicts MBTI personality types from users' recent 50 posts using NLP and ML techniques.
python random-forest machine-learning-algorithms logistic-regression data-preprocessing data-preparation decision-tree lemmatization tokenisation multinomial-naive-bayes linear-support-vector-machine xgboost-classifier catboost-classifier
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Apr 29, 2024 - Jupyter Notebook
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