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decision-tree

Here are 79 public repositories matching this topic...

hyunsooseol / snowCluster

This module allows users to analyze k-means & hierarchical clustering, and visualize results of Principal Component, Correspondence Analysis, Discriminant analysis, Decision tree, Multidimensional scaling, Multiple Factor Analysis, Machine learning, and Prophet analysis.

machine-learning roc decision-tree hierarchical-clustering multidimensional-scaling correspondence-analysis k-means-clustering jamovi multiple-factor-analysis discriminant-analysis multiple-correspondence-analysis classification-analysis pca-analysis-plot univariate-timeseries prophet-analysis clustering-dendrogram

Updated Jun 15, 2024
R

nguyendoanhoang / Graduation-Thesis

Using Machine Learning in predicting customer churn from bank credit card services

correlation random-forest naive-bayes-classifier logistic-regression decision-tree kmeans-clustering svm-classifier imbalanced-data

Updated Jun 4, 2024
R

brandmaier / semtree

Recursive Partitioning for Structural Equation Models

cran r forest bigdata randomforest multivariate sem decision-tree structural-equation-modeling statistical-modeling recursive-partitioning structural-equation-models

Updated May 21, 2024
R

AmirMotefaker / Detect-Credit-Card-Fraud-using-R

Detect Credit Card Fraud with Machine Learning in R

r credit-card-fraud gbm artificial-neural-networks logistic-regression ann decision-tree neuralnetwork gradient-boosting

Updated May 10, 2024
R

AbhishekBanerjee499 / Microsoft_stock_prediction_R

Microsoft's closing stock price prediction by ARIMA, Decision Tree and GARCH models in R Studio

time-series rstudio forecasting stock-price-prediction arima decision-tree garch

Updated Apr 21, 2024
R

matth-adenyo / Cognifyz-Technologies-DS-Internship

Cognifyz Technologies Data Science Internship project on Restaurant Data Analysis to explore insights and build predictive models.

data-science random-forest linear-regression data-visualization data-analysis support-vector-machine data-preprocessing feature-engineering predictive-modeling data-exploration decision-tree geospatial-analysis descriptive-analysis

Updated Apr 18, 2024
R

Lefteris-Souflas / Election-Classification-and-Clustering-Analysis

Creating predictive models to classify Trump's vote share and clustering counties based on demographics and economic variables. Report findings in PDF with detailed methodologies, model assessments, and R code for the project.

r statistics random-forest clustering cross-validation variable-importance classification support-vector-machine predictive-analytics data-cleaning decision-tree model-evaluation hierarchical-clustering model-interpretation bootstrap-sampling agglomerative-algorithm silhouette-analysis

Updated Apr 17, 2024
R

KhushiiAgarwal / Fetal_Health_Prediction

R mini project using Data Science and ML model

machine-learning ggplot2 random-forest naive-bayes prediction data-visualization feature-extraction xgboost classification caret r-language data-preprocessing rose decision-tree r-programming fetal-health

Updated Mar 12, 2024
R

SandraKla / AdRI

Shiny App: Calculation of Age-dependent Reference Intervals (AdRI)

r shiny lms gamlss shiny-apps decision-tree regressions reference-intervals

Updated Jan 25, 2024
R

CeciliaYu0821 / Classification-Model-Comparison-and-Improvement

This project is about credit risk measurement for a bank. The project entailed a comprehensive analysis of client default tendencies relative to their backgrounds using advanced classification models, providing actionable insights by model comparison and refinement.

random-forest svm classification logistic-regression knn decision-tree credit-risk boosting-algorithm

Updated Nov 25, 2023
R

pravinknr / DataScience_R_Codes

This Repository Contains R-Codes executed on various Datasets in RStudio. I Hope This Repository is very helpful for those who are Willing to build their Career in Data Science, Big Data.

data-science r random-forest linear-regression machine-learning-algorithms naive-bayes-classifier confidence-intervals logistic-regression support-vector-machine association-rules hypothesis-testing decision-tree descriptive-statistics nlp-machine-learning clustering-algorithm decision-tree-classifier k-nearest-neighbours forecasting-models principle-component-analysis

Updated Aug 21, 2023
R

Xenderador / r-programs

R used in machine learning

machine-learning random-forest decision-tree

Updated Aug 9, 2023
R

IbrahimElzahaby / Statistics_for_Data_Scientists_-SDS-

SDS course assignments

machine-learning random-forest logistic-regression decision-trees decision-tree anova mixed-models general-additive-model regularized-regression dimentionality-reduction reml bootstraping

Updated Jun 21, 2023
R

Statistics-and-Machine-Learning-with-R / Statistical-Methods-and-Machine-Learning-in-R

This is an initiative to help understand Statistical methods and Machine learning in a naive manner. You will find scripts, and theoretical contents required to clarify concepts, especially for bio-informatic students.

machine-learning statistics rstudio t-test supervised-learning pca artificial-neural-networks decision-tree pcoa mann-whitney unsupervised-machine-learning data-evaluation anova-test anosim-test u-test

Updated May 4, 2023
R

rahilmehta-24 / Improving-random-forest-and-decision-tree

Random Forest, Decision tree and Logistic Regression

ggplot2 r random-forest random logistic-regression caret decision-tree gridextra factominer corrplot rpartplot

Updated Mar 9, 2023
R

ifaruqi / Titanic-Predictive-Analytics

Predicting Survivability of Titanic Passenger

machine-learning random-forest logistic-regression support-vector-machine decision-tree

Updated Mar 1, 2023
R

snlynnoo / rainfall-prediction-in-Australia-r

This is a rainfall prediction classification using R programming.

naive-bayes-classifier classification logistic-regression decision-tree rprogramming rainfall-prediction

Updated Feb 18, 2023
R

mkaramica / bankruptcy_prediction

Classification of Bankruptcy Database to Perform Classification with Machine Learning

visualization machine-learning fintech r-markdown classification dimensionality-reduction support-vector-machines financial-analysis decision-tree r-programming singular-value-decomposition

Updated Feb 8, 2023
R

obada-jaras / Predicting-Dwelling-Type-Using-DecisionTree

Predicting dwelling type using Decision Tree algorithm on a surveyed data set. The project includes feature selection, pre-processing and model evaluation.

ai ml decision-tree

Updated Jan 26, 2023
R

bkbasdil / commentary-on-andini-et-al

Paper, code, and data on "Commentary on 'Targeting with machine learning: An application to a tax rebate program in Italy'"

pca-analysis decision-tree r-programming

Updated Dec 30, 2022
R

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