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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

somjit101 / Facebook-Friend-Recommendation

Star 10

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

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 3

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

Ayda-Darvishan / Tuning-ML-Classifiers

Star 3

The project includes building seven different machine learning classifiers (including Linear Regression, Decision Tree, Bagging, Random Forest, Gradient Boost, AdaBoost, and XGBoost) using Original, OverSampled, and Undersampled data of ReneWind case study, tuning hyperparameters of the models, performance comparisons, and pipeline development f…

pipeline random-forest exploratory-data-analysis cross-validation supervised-learning xgboost adaboost tuning-parameters gradient-boosting oversampling undersampling gridsearchcv randomizedsearchcv bagging-ensemble boosting-ensemble
  • Updated May 9, 2023
  • Jupyter Notebook

StrangeCoder1729 / FinancialFraudDetectionModels

Star 2

Developed and evaluated machine learning and deep learning models for detecting financial fraud.

python finance machine-learning deep-learning neural-network naive-bayes-classifier artificial-neural-networks logistic-regression convolutional-neural-network decision-tree-classifier knn-classification ensemble-classifier random-forest-classifier xgboost-classifier financial-fraud bagging-ensemble boosting-ensemble financial-fraud-detection
  • Updated May 12, 2024
  • Jupyter Notebook

LinggarM / Ensemble-Learning-Comparison-on-Diabetes-Classification

Star 1

Comparison of ensemble learning methods on diabetes disease classification with various datasets

python machine-learning ensemble-learning adaboost stacking gradient-boosting boosting bagging ensemble-machine-learning ensemble-methods diabetes-prediction extreme-gradient-boosting stacking-ensemble bagging-ensemble light-gradient-boosting-machine boosting-ensemble cat-boost
  • Updated Nov 6, 2023
  • Jupyter Notebook

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