gradientboostinclassifier

Diabetes is a medical disorder that affects how the body uses food for energy. When blood sugar levels rise, the pancreas releases insulin. If diabetes is not managed, blood sugar levels can rise, increasing the risk of heart attack and stroke. We used Python machine learning to forecast diabetes.

machine-learning random-forest metrics numpy os pandas seaborn matplotlib decision-trees svc knn-classification gradientboostinclassifier gridsearchcv adaboostclassifier

UpdatedJun 27, 2023
Jupyter Notebook

bh-Abhishek-b /Web-Server-Log-Analysis

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Web Server Log Analysis

python pymongo pandas pyspark kafka-consumer kafka-producer gradientboostinclassifier random-forest-classifier xgboost-classifier pycaret adaboostclassifier catboost-classifier

UpdatedSep 9, 2023
Jupyter Notebook

ankushmallick1100 /Sentiment-Analysis-for-drug-reviews-tweets

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Here a predictive system has made to measure the sentiment of each review or tweet, whether it is 1 (Positive Sentiment) or 0 (Negative Sentiment). In this work, LGBM Classifier, XGBooost Classifier, CatBoost Classifier, Random Forest Classifier, Gradient Boosting Classifier, K-Nearest Neighbors, and Logistic Regression are used.

machine-learning sentiment-analysis random-forest machine-learning-algorithms sentiment xgboost logistic-regression drugs stopwords sentiment-classification textblob gradient-boosting knearest-neighbor-classifier gradientboostinclassifier catboost knearest-neighbors labelencoder lgbmclassifier labelencoding snowballstemmer

UpdatedMar 20, 2025
Jupyter Notebook

niketan108 /RF-and-GBDT-using-XGBOOST-on-amazon-food-dataset

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Built Random Forest and GBDT using XGBOOST model on Amazon fine food review dataset

bootstrap machine-learning random-forest machine-learning-algorithms artificial-intelligence xgboost gbdt boosting-algorithms ensemble-model boosting bagging xgboost-algorithm ensemble-classifier gradientboostinclassifier xgboost-model emsembling boosting-tree xgboost-python amazonfinefoodreviews boosting-algorithm

UpdatedApr 4, 2019
Jupyter Notebook

maryamsoftdev /Sentiment-Analysis-Using-Natural-Language-Processing-NLTK-

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learning python day 15

sentiment-analysis ensemble-learning nlp-machine-learning tweet-analysis nltk-library gradientboostinclassifier fine-tuning adaboostclassifier

UpdatedApr 16, 2024
Python

Govind-Prakash /MachineLearning

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A collection of my machine learning projects, tutorial exercises, algorithm implementations, and related code.

linear-regression scikit-learn logistic-regression decision-trees unsupervised-learning gradientboostinclassifier

UpdatedJan 9, 2025
Jupyter Notebook

SamuelSousaFerreira /Titanic-Passo-a-Passo

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Conhecido Desafio do Titanic completo resolvido passo a passo com 9 modelos de machine learning diferentes.

machine-learning linear-regression exploratory-data-analysis xgboost logistic-regression confusion-matrix decision-trees gradientboostinclassifier random-forest-classifier roccurve

UpdatedDec 17, 2023
Jupyter Notebook

Ahmed-Maher77 /Diabetes-Prediction-App-using-Machine-Learning

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A machine learning model that predicts diabetes risk based on patient health data, enabling early detection and proactive care.

javascript css python data-science machine-learning ai numpy pandas seaborn matplotlib webdevelopment gradientboostinclassifier logisticregression diabetes-prediction streamlit randomforestclassifier supportvectormachine

UpdatedSep 8, 2025
Python

AdityaTheDev /InstagramFakeAccount-Prediction

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Social media fake accounts and spam accounts have become a huge problem these days. Some had spammed me twice on Instagram. Here I have used various Machine learning techniques to spot the fake/spam accounts

instagram machine-learning random-forest hyperparameter-optimization classification ensemble-learning hyperparameter-tuning decision-tree-classifier socialmedia socialmediaanalytics gradientboostinclassifier gridsearchcv binaryclassification