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boosting-ensemble

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NourKamaly / AirlineTicketPricePrediction

Star 4

First rank winner in the Machine Learning Course Competition for class 2021-2022. Airline ticket price prediction from end to end (analysis - preprocessing - modeling - testing - deployment - documentation) between Indian cities

data-science machine-learning random-forest p-value feature-selection feature-extraction data-analysis ensemble-learning feature-engineering powerbi regression-models discrete-cosine-transform college-project heroku-deployment time-series-forecasting classification-models boosting-ensemble
  • Updated Oct 20, 2022
  • Jupyter Notebook

ligerfotis / CSE6363_Machine_Learning

Star 2

Machine Learning algorithms from-scratch implementation. It covers most Supervised and Unsupervised algorithms. Homework assignments and Projects for graduate level Machine Learning Course taught by Dr Manfred Huber at UTA during Spring 21

clustering ensemble-learning decision-trees support-vector-machines knn-classification logistic-regression-algorithm perceptron-learning-algorithm dendrogram poisson-regression logistic-regression-scratch linear-regression-scratch neural-network-from-scratch bagging-ensemble boosting-ensemble gaussian-naive-bayes-classification
  • Updated May 2, 2021
  • Python

somjit101 / Facebook-Friend-Recommendation

Star 9

This is a friend recommendation systems which are used on social media platforms (e.g. Facebook, Instagram, Twitter) to suggest friends/new connections based on common interests, workplace, common friends etc. using Graph Mining techniques. Here, we are given a social graph, i.e. a graph structure where nodes are individuals on social media plat…

machine-learning graph graph-algorithms social-network cross-validation xgboost graph-theory decision-trees social-network-analysis decision-tree-classifier gradient-boosting graph-similarity randomizedsearchcv bagging-ensemble boosting-ensemble facebook-friend-recommendation
  • Updated Feb 15, 2024
  • Jupyter Notebook

alifrmf / Mobile-Price-Prediction-Classification-Analysis

Star 13

Supervised Machine Learning Analysis Using Classification Models

python data-science random-forest svm exploratory-data-analysis machine-learning-algorithms supervised-learning xgboost hyperparameter-optimization classification ensemble-learning adaboost preprocessing decision-trees gradient-boosting voting-classifier mobile-price-prediction bagging-ensemble boosting-ensemble pruning-optimization
  • Updated Jul 10, 2023
  • Jupyter Notebook

jElhamm / Model-Ensembles-Boosting-In-Machine-Learning

Star 0

"This repository contains implementations of Boosting method, popular techniques in Model Ensembles, aimed at improving predictive performance by combining multiple models. by using titanic database."

python machine-learning module jupyter-notebook data-analysis boosting-algorithms datamining boosting database-analysis machine-learning-models numpy-library pandas-library machine-learning-projects sklearn-library boosting-machine matplotlib-python model-ensemble boosting-ensemble datamining-algorithms
  • Updated Jun 27, 2024
  • Jupyter Notebook

Yemi-Ak / Ensemble-Techniques-EasyVisa

Star 0

Analyze the data of Visa applicants, build a predictive model to facilitate the process of visa approvals, and based on important factors that significantly influence the Visa status recommend a suitable profile for the applicants for whom the visa should be certified or denied.

eda xgboost hyperparameter-tuning gradient-boosting-classifier gridsearchcv datapreprocessing bagging-ensemble boosting-ensemble customerprofiles stacking-classifier
  • Updated May 9, 2023
  • Jupyter Notebook

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