Learning to create Machine Learning Algorithms
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Updated
Jun 15, 2021 - Python
Learning to create Machine Learning Algorithms
In this project we are comparing various regression models to find which model works better for predicting the AQI (Air Quality Index).
Machine Learning Software that predicts planets based on their distance from the sun, number of satellites and various properties
Implements Decision tree classification and regression algorithm from scratch in Python.
Implementation of a 1D Decision Tree Regression model in python.
The Zomato Delivery Time Prediction Application is a machine learning-driven Flask web application designed to predict the estimated delivery time for food orders placed on the Zomato platform.
Global video game sales prediction from year 2008 to 2014 approximately using linear regression and decision tree regression with manipulating min_sample_split hyperparameter to achieve higher accuracy /lower overfitting
Data Mining and Business Intelligence
Supervised classification algorithms employed to explore and identify Higgs bosons from particle collisions, like the ones produced in the Large Hadron Collider. HIGGS dataset is used..
machine learning regression
This toolbox offers 7 machine learning methods for regression problems.
This model predict the salary of faculty based on their profile
Predicting Big mart sales
This code includes reading the data file, data visualization, variable splitting, model building, prediction and different metrics calculation using decision trees.
Implemented four supervised learning Machine Learning algorithms from an algorithmic family called Classification and Regression Trees (CARTs), details see README_Report.
Decision Tree Regression algorithm implemented on Python from scratch.
This code includes reading the data file, data visualization, variable splitting, model building, prediction and different metrics calculation using decision trees.
Implementation of Decision tree classifier and regressor on Drugs and concrete dataset. Includes knowledge about Information gain and Gini index
Supporting codes for LCA
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