smote

Here are 14 public repositories matching this topic...

dardenkyle / FoodHub

Perform an exploratory data analysis and provide actionable insights for a food aggregator company to get a fair idea about the demand of different restaurants and cuisines, which will help them enhance their customer experience and improve the business

data-science ai numpy exploratory-data-analysis ml eda pandas python3 seaborn data-preprocessing smote bivariate-analysis univariate-analysis business-recommendation

Updated Apr 30, 2024
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RAVI-CHANDRIKA-05 / PREDICTING_PROBABILITY_OF_PAYING_BLIGHT_TICKETS

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This repository contains files on Predict probability whether a given blight ticket will be paid

regex regression-models smote regression-algorithms xgboost-regression undersampling-technique

Updated Mar 8, 2024
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MatteoM95 / Default-of-Credit-Card-Clients-Dataset-Analisys

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Analysis and classification using machine learning algorithms on the UCI Default of Credit Card Clients Dataset.

machine-learning exploratory-data-analysis pca-analysis logistic-regression decision-trees svm-classifier smote oversampling undersampling random-forest-classifier gridsearchcv uci-dataset oversampling-technique

Updated Oct 27, 2023
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jodiambra / Interconnect-Telecom-Churn-Predictions

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The telecom operator Interconnect would like to forecast churn of their clients. To ensure loyalty, those who are predicted to leave will be offered promotional codes and special plans.

machine-learning pipeline cross-validation eda xgboost lightgbm adaboost churn-prediction gradientboosting smote catboost roc-auc gridsearchcv profile-report

Updated May 14, 2023
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jodiambra / Tinder-Relationship-Predictions-Website

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Exploratory data analysis and predictive modeling using Tinder matching data. Model predicts whether you would find a relationship or not. The EDA was showcased with a web application, in collaboration with software engineer students. This project was part of Practicum Code Pudding 2.0 competition.

api website machine-learning pipeline random-forest svm naive-bayes eda pandas xgboost tinder lightgbm logistic-regression decision-tree smote kneighborsclassifier gridsearchcv fastapi crossvalidation

Updated May 14, 2023
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MicheleDiSabato / detecting-abnormal-markets-ews

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Detecting Abnormal Markets - Early Warning Systems

python machine-learning statistics timeseries time-series matlab knn smote anomaly-detection adasyn early-warning-system borderline-smote early-warning-s

Updated Jul 11, 2022
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andrewsunsanto / DSBAProject6

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6th Project for the Post Graduate Programme in Data Science and Business Analytics at the University of Texas at Austin - Model Tuning (GridSearchCV & RandomizedSearchCV)

xgboost logistic-regression adaboost decision-tree smote gradient-boosting boosting bagging random-forest-classifier gridsearchcv imblearn randomizedsearchcv makepiplines tomek-link-elimination

Updated Jul 23, 2021
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jasminedogu / DS4002-Sentiment-Analysis

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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).

r svm support-vector-machines knn svm-model svm-classifier smote knn-classification smote-sampling