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random-forests

Here are 75 public repositories matching this topic...

zahan97 / Driver-Fatigue-Detection

Predicts if a driver is fit to drive or not. Performance of Logistic Regression, Naive Bayes, and Random Forests using Scikit-Learn is compared.

random-forest scikit-learn driver random-forests driver-fatigue-detection

Updated Aug 30, 2019
Jupyter Notebook

MohammadvHossein / ML-GYM

The ML-GYM repository showcases machine learning projects using **scikit-learn**, covering classification, regression, and clustering. It offers educational resources for beginners and practical examples for experienced users, complete with detailed instructions.

data-science machine-learning scikit-learn cross-validation python-programming neural-networks supervised-learning data-preprocessing decision-trees feature-engineering unsupervised-learning model-evaluation clustering-methods random-forests classification-algorithms regression-techniques

Updated Oct 11, 2024
Python

albert-espin / random-forest

Random Forest Classifier

machine-learning ai random-forest ml artificial-intelligence supervised-learning classification ensemble-learning decision-tree decision-tree-classifier classification-algorithm supervised-machine-learning random-forests random-forest-classifier

Updated Aug 4, 2020
Python

diannejardinez / machine-learning-challenge

Used Supervised Classification Predictive Machine Learning models such as Decision Trees, KNN, Logistic Regression, Random Forests, and SVM

machine-learning csv svm supervised-learning logistic-regression decision-trees knn tune random-forests

Updated Sep 20, 2020
Jupyter Notebook

bcjaeger / seminar---obliqueRSF

A 20m presentation showing the concepts behind oblique random survival forest and some of its recent applications.

prediction survival-analysis random-forests

Updated Feb 8, 2021
JavaScript

andkound98 / comp-stat-project-2022

Material for the Computational Statistics Project | Summer 2022 | University of Bonn

economics classification-trees random-forests computational-statistics redistribution-preferences

Updated Aug 22, 2022
Jupyter Notebook

TrentBrunson / Machine_Learning

Supervised Machine Learning using SciKit and other tools to do PCA, SVM, random forests, etc. for facial recognition and predictive decision making.

machine-learning svm facial-recognition pca predictive-analytics scikitlearn-machine-learning random-forests

Updated Nov 12, 2021
Python

kaushikmanikonda / Industrial-Data-Analytics-and-Machine-Learning_ISEN_613

Data Analytics and Machine Learning in R. Linear-regression, Logistic-regression, Hierarchical-clustering, Boosting, Bagging, Random-forests, K-means-clustering, K-nearest-neighbors (K-N-N), Tree-pruning, Subset-selection, LDA, QDA, Support Vector Machines (SVM)

data-science linear-regression statistical-learning supervised-learning logistic-regression machinelearning confusion-matrix bootstrapping unsupervised-learning support-vector-machines r-programming hierarchical-clustering boosting bagging random-forests k-means-clustering k-nearest-neighbors tree-pruning subset-selection multiple-linear-regression

Updated Mar 25, 2021
R

JalalAl-Tamimi / Intro-Random-Forests

This repo contains material for a workshop on Random Forests in phonetics/phonology research

ranger phonology glm random-forests conditional-inference-trees

Updated Feb 8, 2023
HTML

andrematte / dam-segmentation

Embankment dam land-cover segmentation based on multispectral remote sensing imagery.

machine-learning vegetation remote-sensing segmentation dam random-forests

Updated Oct 23, 2024
Python

milesdwilliams15 / RFA

RFA package for implementing random forest adjustment.

r-package random-forests

Updated Sep 20, 2023
R

tweichle / DS-Case-Study-2

Data Science - Case Study with Classification Application in Python Using scikit-learn

python data-science machine-learning exploratory-data-analysis cross-validation data-visualization supervised-learning logistic-regression regularization predictive-modeling support-vector-machines support-vector-classifier random-forests random-forest-classifier

Updated Jan 23, 2020
Jupyter Notebook

antonios001 / data_analysis_report

Price Prediction using Random Forests

car random-forests price-prediction

Updated Jun 13, 2021
Python

tommykwok722 / Lead-Prediction-System

Develop a Lead Prediction System to enhance marketing efforts by accurately identifying prospective customers.

machine-learning decision-trees support-vector-machines linear-discriminant-analysis random-forests crisp-dm lead-prediction

Updated Jun 22, 2024

Rnamrata / diabetic_data_eda

Exploratory data analysis and predicting diabetics using PySpark

python naive-bayes jupyter-notebook pyspark artificial-neural-networks logistic-regression adaboost decision-trees k-nearest-neighbours gradient-boosting f1-score random-forests accura

Updated Jun 13, 2024
Jupyter Notebook

GijsWerkman / startup-investment-analysis

Group project for the course Business Analytics Applications with Python for my MScBA in Business Analytics & Management.

python machine-learning data-engineering lightgbm data-exploration k-nearest-neighbours lasso-regression random-forests

Updated Oct 31, 2024
Jupyter Notebook

jjfiv / poetry-identification

Poetry Identification Code from my dissertation runs on zip files containing DJVUXML from the Internet Archive.

machine-learning poetry internet-archive digital-humanities random-forests djvuxml

Updated Jan 7, 2020
Rust

kabragaurav / Employee-Turnover-using-ML-Trees-Forests

data-science python3 decision-trees random-forests ml-classifiers human-resource employee-turnover

Updated Apr 29, 2020
Jupyter Notebook

paulinealvarado / stanford-stat-learning

Supervised learning and unsupervised in R, with a focus on regression and classification methods.

bootstrap clustering cross-validation lasso model-selection splines logistic-regression knn principal-components quadratic-discriminant-analysis linear-discriminant-analysis boosting generalized-additive-models random-forests ridge regularization-methods tree-based-methods support-vector-machnes

Updated Oct 16, 2020
R

jsutch / Decision_Trees_and_Random_Forests

Decision_Trees_and_Random_Forests

data-science machine-learning decision-trees loan-default-prediction random-forests credit-analysis surgery-analysis

Updated Sep 17, 2021
Jupyter Notebook

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