descision-tree
There are 55 repositories under descision-tree topic.
jd-opensource/UTBoost
A powerful tree-based uplift modeling system.
BastianBlokland/typedtree-editor
Web editor for typed tree structures. (like decision / behaviour trees)
0xpranjal/Breast-cancer-prediction
Breast cancer detection using 4 different models i.e. Logistic Regression, KNN, SVM, and Decision Tree Machine Learning models and optimizing them for even a better accuracy.
nirab25/Insurance-Claim-Fraud-Detection
Insurance claim fraud detection using machine learning algorithms.
Madhav-Somanath/Predico
Smart disease prediction system made using traditional machine learning algorithms and to create an user interface using streamlit. 🚀
TanayBhadula/phishing-website-detection
A web application to predicted whether a URL/Website is phishing or not by extracting its lexical features.
AnujM09/Seoul-Bike-Sharing-Demand-Prediction
This study demonstrates how numerous factors have an impact on bike rentals. Due to our understanding that many Koreans hire bikes throughout the week, we assumed that most of their use is for commuting to work or school. The number of rentals varies depending on a number of factors, including the day of the week, the hour of the day.
Ashley-J-George/Predicting-Loan-Default
In this data science project, we will predict borrowers chance of defaulting on loans by building a default prediction model.
BastianBlokland/typedtree-generator-unity
Unity package for generating 'treescheme' files based on dotnet assemblies.
itlubber/optimal_binning_methods
几种常见的特征分箱与可视化的方法
SujanNeupane42/Medical-Insurance-Cost-Prediction
In this regression project, We will make use of different features like age, BMI, region, sex, smoker, etc to predict the medical insurance cost for an individual.
gods-mack/Machine_Learning
machine-learning algorithms using Python.
khaamosh/Fraud-Detection-Machine-Learning-Model
Evaluation and Implementation of various Machine Learning models for creating a "Banking/Financial Transaction Fraud Prevention System"
Palakpatel31/Optimization_with_Excel
A repository containing an advanced Excel project leveraging the "Heritage Dairy Company" dataset, showcasing visualizations and insights derived from the data for global distribution analysis and forecasting.
abhipatel35/Automated-Machine-Learning-Pipeline-for-Iris-Dataset-Classification
Automated ML pipeline for Iris dataset classification using Decision Tree. Features PCA dimensionality reduction and standard scaling.
abhipatel35/Diabetes_ML_Classification
Predict diabetes using machine learning models. Experiment with logistic regression, decision trees, and random forests to achieve accurate predictions based on health indicators. Complete lifecycle of ML project included.
AhmedAbdAlkreem/Diabetes
Complete project of people that have diabetes and show what features that explain that person be sick.
Asgard-DP/Credit-Default-Classificaiton
Credit Risk Analysis : Classification Models that can predict if a loan is likely to default using Decision Trees/Ensemble methods
kodedriller/Forecaster
Simple Weather Forecaster
maryamesh/Breast-Cancer-detection-using-Machine-Learning
Breast Cancer Detection: This project uses machine learning techniques to classify breast cancer as malignant or benign based on features extracted from breast mass biopsies. Models used include SVM, Decision Tree, Naive Bayes, and K-Nearest Neighbors.
MrChriwo/Animated-Desicion-Tree-and-Random-Forest
A visualization of Decision Tree and Random Forest algorithms using Python's Manim library
PankajVispute/I-phone-purchase-project--Prediction-with-KNN-Classification
Prediction of customer will purchase iPhone or not using KNN classifier model and multiple supervised ML model.
SaurabhPoman96/Flight-Price-Prediction
In this notebook, I'm using this dataset called 'flight-price-prediction', which contains the traveller information.In this notebook, I'm trying to run a dummy variable regression model at first, and after that, I'm trying to build a supervised ML Model with higher accuracy of predation.
Szymon-Czuszek/Machine-Learning-Algorithms
In this repository, I will share the materials related to machine learning algorithms, as I enrich my knowledge in this field.
Vikash2009/Capstone-project-2-Bike-Sharing-Demand-Prediction
Capstone project 2-Bike sharing demand prediction. The goal of this project is to build a ML model that is able to predict the demand of rental bikes in the city of Seoul.
Vikash2009/Capstone-Project-3-Credit-Card-Default-Prediction
This project presents and discusses data-driven predictive models for predicting the defaulters among the credit card users.About Data Cleaning,Exploratory Data Analysis ,Handling Class Imbalance, Transforming Data , Fitting Different Model ,Cross Validation & Hyperparameter Tunning, Comparison of Model ,Combined ROC Curve, Feature Impotance.
diyabodiwala/Survival-Voyage
This project focuses on analyzing the survival of passengers on the Titanic using various machine learning techniques. The primary goal is to predict whether a passenger survived the disaster based on features such as age, sex, class, and more.
ghulam-ahmad-1/IRIS-Classification
Iris classfication using Descsion Tree or KNN ,etc
izsolnay/Invistico_Airlines_Python
ML models built to predict whether future customer satisfaction based on previous satisfaction. With EDA & feature importance
Kalyancln/Fraud_Detection
Learned to develop decision tree and random forest algorithms, incorporating hyperparameter tuning techniques such as random search and grid search
shubhamsoni98/Classification-with-Decision-Tree
This project predicts iPhone purchases using demographic data (gender, age, salary). A Decision Tree Classifier was used, achieving 88.16% accuracy. Insights from the model can refine marketing strategies, optimize product offerings, and boost sales by targeting key customer segments.
SM2A/Machine_Learning_Course_Project
🎓💻University of Tehran Machine Learning Course Projects - Fall 2023