adult-dataset

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Classification Adult DataSet (https://archive.ics.uci.edu/ml/datasets/Adult) using MLP (Multi-Layer Perceptron).

Implementasi algoritma kNN dengan Python

Census income prediction by employing the power of supervised learning

In this, i carried out EDA(exploratory data analysis) on adult_data.csv to extract meaningful insights and followed it by applying LogRegression on it.

Naive Bayes and Decision Tree Classifiers implemented with Scikit-Learn and Graphviz visualization (Datasets - News, Mushroom, Income)

👥 ➡️ 💰 Analysis and classification model for the adult dataset

Boosting Implementation (Ada-Boosting, Gradient Boosting, XGB)

Exploring Federated Learning with TensorFlow, torch and Pysyft

Intro to Machine Learning Assignment 3

Analysis and classification of annual income of an individual on Adult dataset

Decision tree, Adaboost, KNN, Naive bayes, PCA, EM algorithm assignments of Machine Learning Sessional Course CSE 472 in Level-4, Term-2 of CSE, BUET

DT-id3classifier that can fit with categorical values

Naive Bayes

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This project investigates factors influencing income using the Adult Income Dataset. It involves data preprocessing, visualization, and machine learning. Key steps include data cleaning, feature transformation and engineering. Predictive models are developed to classify income levels, providing insights into key determinants.

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Visualising Accuracy vs. Fairness in ML models using AIF360 tools and dataset

Project aimed to compare performance of standard Machine Learning algorithms on a Person Income Prediction problem