descision-tree

There are 0 repository under descision-tree topic.

jd-opensource / UTBoost
A powerful tree-based uplift modeling system.
causal-inference descision-tree gbm gradient-boosting uplift-modeling
Language:C++ 26
typedtree-editor
BastianBlokland / typedtree-editor
Web editor for typed tree structures. (like decision / behaviour trees)
behaviour-tree descision-tree json-tree tree-editor webapp
Language:TypeScript 24
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.
breast-cancer breast cancer prediction-model breast-cancer-prediction cancer-detection logistic-regression optimisation-algorithms optimization machine learning svm descision-tree accuracy
Language:Jupyter Notebook 14
Insurance-Claim-Fraud-Detection
nirab25 / Insurance-Claim-Fraud-Detection
Insurance claim fraud detection using machine learning algorithms.
insurance-claims machine-learning naive-bayes-classifier mlp-classifier descision-tree knn-classifier linear-discriminant-analysis knn-classification random-forest balanced-random-forest xgboost neural-network
Language:Jupyter Notebook 10
Madhav-Somanath / Predico
Smart disease prediction system made using traditional machine learning algorithms and to create an user interface using streamlit. 🚀
python3 streamlit-webapp machine-learning descision-tree random-forest
Language:Python 8
TanayBhadula / phishing-website-detection
A web application to predicted whether a URL/Website is phishing or not by extracting its lexical features.
classification descision-tree machine-learning pandas phishing-detection python random-forest scikit-learn stacking-classifier svm-classifier xgboost flask
Language:Jupyter Notebook 4
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.
descision-tree hyperparameter-tuning linear-regression machine-learning random-forest regression-models
Language:Jupyter Notebook 3
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.
data-science artificial-neural-networks descision-tree random-forest support-vector-machines logistic-regression preprocessing datapreprocessing credit-scoring creditscoring creditscore trees visualization visualisation dataanalysis dataanalytics datascience data loan-default-prediction loan-prediction-analysis
Language:Jupyter Notebook 3
typedtree-generator-unity
BastianBlokland / typedtree-generator-unity
Unity package for generating 'treescheme' files based on dotnet assemblies.
unity upm tree-editor behaviour-tree descision-tree json-tree
Language:C# 2
itlubber / optimal_binning_methods
几种常见的特征分箱与可视化的方法
cart chi2 best-ks frequency width descision-tree
Language:Python 2
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.
descision-tree git github kneighborsregressor linear-regression machine-learning matplotlib numpy pandas python random-forest regression seaborn supervised-learning xgbregressor
Language:Jupyter Notebook 2
gods-mack / Machine_Learning
machine-learning algorithms using Python.
machine-learning descision-tree regression supervised-learning support-vector-machines sklearn jupyter-notebook
Language:Jupyter Notebook 1
khaamosh / Fraud-Detection-Machine-Learning-Model
Evaluation and Implementation of various Machine Learning models for creating a "Banking/Financial Transaction Fraud Prevention System"
descision-tree exploratory-data-analysis feature-engineering integrated-stacked-model knn-algorithm light-gradient-boosting-machine naive-bayes-classifier random-forest select-k-best smote support-vector-machines
Language:Jupyter Notebook 1
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.
advance-excel cost-optimization descision-tree optimization sensitivity-analysis
1
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.
automated-machine-learning classsification data-preprocessing descision-tree dimentionality-reduction iris-dataset machine-learning-pipeline python random-forest scikit-learn end-to-end-ml-workflows
Language:Python 0
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.
classification data-analysis data-science data-visualization descision-tree diabetes-prediction jupiter-notebook logistic-regression machine-learning model-evaluation open-source pandas pycharm-ide python random-forest scikit-learn
Language:Python 0
abiflynn / supervised_machine_learning
accuracy-score classification descision-tree kbest logistic-regression machine-learning-algorithms onehot-encoding ordinalencoder pipeline random-forest regression rsmq
Language:Jupyter Notebook 0
AhmedAbdAlkreem / Diabetes
Complete project of people that have diabetes and show what features that explain that person be sick.
bagging-ensemble classification descision-tree ensemble logistic-regression matplotlib numpy pandas python3 sklearn svm voting-classifier
Language:Jupyter Notebook 0
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
descision-tree imbalanced-data random-forest-classifier synthetic-data ensemble-machine-learning
Language:Jupyter Notebook 0
kodedriller / Forecaster
Simple Weather Forecaster
descision-tree random-forest regression
Language:Jupyter Notebook 0
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.
confusion-matrix datapreprocessing descision-tree feature-extraction heatmap knn-classification matplotlib naive-bayes-classifier numpy pandas pyplot python3 sckit-learn seaborn svm-classifier
Language:Jupyter Notebook 0
MrChriwo / Animated-Desicion-Tree-and-Random-Forest
A visualization of Decision Tree and Random Forest algorithms using Python's Manim library
algorithm-visualisation descision-tree education machine-learning manim-animations python random-forest
Language:Python 0
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.
feature-engineering joblib knn-classification matplotlib-pyplot numpy-library pandas-library preprocessing-data python3 scikitlearn-machine-learning seaborn standardscaler descision-tree logistic-regression multiple-linear-regression random-forest-classifier
Language:Jupyter Notebook 0
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.
data-visualization descision-tree eda knn-regression linear-regression one-hot-encoding predictive-modeling random-forest regression-models
Language:Jupyter Notebook 0
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.
bagging-classifier boosting-tree descision-tree machine-learning random-forest ada-boost-classifier gradient-boosting grid-search kaggle-dataset
Language:Jupyter Notebook 0
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.
descision-tree eda feature-engineering linear-regression matplotlib numpy pandas python random-forest seaborn sklearn xgboost-algorithm
Language:Jupyter Notebook 0
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.
auc-roc-curve classification colab-notebook descision-tree machine-learning matplotlib numpy pandas precision python random-forest recall seaborn xgboost-algorithm xgboost-classifier
Language:Jupyter Notebook 0
yvonneh6 / Heart-Failure-Disease
descision-tree logistic-regression
Language:SAS 0
Zeinahesham308 / Iphone-Purchase-Prediction
data-analysis data-visualization descision-tree exploratory-data-analysis feature-engineering knn-classification model-evaluation multilayer-perceptron naive-bayes-classifier support-vector-machines
Language:Jupyter Notebook 0
Zeinahesham308 / Loan-Status-Prediction
data-analysis descision-tree feature-engineering knn-classification mahcine-learning mlp-classifier model-evaluation naive-bayes-classifier notebook-jupyter python svm-classifier
Language:Jupyter Notebook 0
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.
logistic-regression data-preprocessing descision-tree evaluation exploratory-data-analysis random-forest svm
Language:Jupyter Notebook
ghulam-ahmad-1 / IRIS-Classification
Iris classfication using Descsion Tree or KNN ,etc
data-preprocessing descision-tree gradio-interface machine-learning
Language:Jupyter Notebook
izsolnay / Invistico_Airlines_Python
ML models built to predict whether future customer satisfaction based on previous satisfaction. With EDA & feature importance
descision-tree eda logistic-regression random-forest xgboost feature-extraction data-analytics data-science machine-learning python
Language:Jupyter Notebook
Kalyancln / Fraud_Detection
Learned to develop decision tree and random forest algorithms, incorporating hyperparameter tuning techniques such as random search and grid search
descision-tree exploratory-data-analysis gridsearchcv hyperparameter-tuning onehot-encoding random-forest scikit-learn
Language:Jupyter Notebook
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.
algorithms anaconda classification data data-science descision-tree jupyter-notebook machine-learning prediction python
Language:Jupyter Notebook
SM2A / Machine_Learning_Course_Project
🎓💻University of Tehran Machine Learning Course Projects - Fall 2023
clustering descision-tree machine-learning nueral-networks one-rule prism svm
Language:Jupyter Notebook

descision-tree

jd-opensource / UTBoost

BastianBlokland / typedtree-editor

0xpranjal / Breast-cancer-prediction

nirab25 / Insurance-Claim-Fraud-Detection

Madhav-Somanath / Predico

TanayBhadula / phishing-website-detection

AnujM09 / Seoul-Bike-Sharing-Demand-Prediction

Ashley-J-George / Predicting-Loan-Default

BastianBlokland / typedtree-generator-unity

itlubber / optimal_binning_methods

SujanNeupane42 / Medical-Insurance-Cost-Prediction

gods-mack / Machine_Learning

khaamosh / Fraud-Detection-Machine-Learning-Model

Palakpatel31 / Optimization_with_Excel

abhipatel35 / Automated-Machine-Learning-Pipeline-for-Iris-Dataset-Classification

abhipatel35 / Diabetes_ML_Classification

abiflynn / supervised_machine_learning

AhmedAbdAlkreem / Diabetes

Asgard-DP / Credit-Default-Classificaiton

kodedriller / Forecaster

maryamesh / Breast-Cancer-detection-using-Machine-Learning

MrChriwo / Animated-Desicion-Tree-and-Random-Forest

PankajVispute / I-phone-purchase-project--Prediction-with-KNN-Classification

SaurabhPoman96 / Flight-Price-Prediction

Szymon-Czuszek / Machine-Learning-Algorithms

Vikash2009 / Capstone-project-2-Bike-Sharing-Demand-Prediction

Vikash2009 / Capstone-Project-3-Credit-Card-Default-Prediction

yvonneh6 / Heart-Failure-Disease

Zeinahesham308 / Iphone-Purchase-Prediction

Zeinahesham308 / Loan-Status-Prediction

diyabodiwala / Survival-Voyage

ghulam-ahmad-1 / IRIS-Classification

izsolnay / Invistico_Airlines_Python

Kalyancln / Fraud_Detection

shubhamsoni98 / Classification-with-Decision-Tree

SM2A / Machine_Learning_Course_Project