classification-tree

There are 0 repository under classification-tree topic.

awesome-gradient-boosting-papers
benedekrozemberczki / awesome-gradient-boosting-papers
A curated list of gradient boosting research papers with implementations.
gradient-boosting gradient-boosting-classifier gradient-boosting-machine gradient-boosted-trees gradient-boosting-decision-trees xgboost xgboost-algorithm catboost lightgbm random-forest decision-tree classification-algorithm classification-trees machine-learning deep-learning h2o classifier classification-tree adaboost boosting
Language:Python 983
sandipanpaul21 / Tree-Based-Models-in-Python
Tree based algorithm in machine learning including both theory and codes. Topics including from decision tree regression and classification to random forest tree and classification. Grid Search is also included.
decision-tree decision-boundary classification-tree decision-regions regression-trees random-forest grid-search grid-search-hyperparameters
Language:Jupyter Notebook 11
benedekrozemberczki / Societe-General
Solution for ENS - Societe Generale Challenge (1st place).
boosting xgboost gradient-boosting differential-privacy hacking data-leakage machine-learning prediction binary-classification machine-learning-competition winning-entry societe-general ensembles classification-tree oild-production-forecast panel-data forecasting competition supervised-learning
Language:R 5
trajceskijovan / Custumer-Churn
Customer Churn Analysis in R: Logistic, Classification Tree, XGBoost, Random Forest.
r rscript churn-analytics churn-prediction customer-churn-analysis logistic-regression classification-tree random-forest xgboost data-wrangling eda feature-engineering feature-importance
Language:R 4
PopDiana / heart_disease_analysis
r heart-disease-analysis svm classification-tree
Language:R 1
veeveetran / tech-mental-health
Building a binary classification model to determine whether or not an employee in the tech industry chooses to seek treatment for a mental health condition
health mental-health tech employee-management logistic-regression-models classification-tree decision-trees machine-learning machine-learning-algorithms r
1
cansusari / Data-Mining
KNN Algorithms, Naive Bayes, Classification Tree, PCA Implementations
knn knn-algorithm naive-bayes classification-tree pca
Language:MATLAB 0
knayyar0416 / predictive-model-classification
Built and tested 6 supervised machine learning algorithm to develop a predictive classification model to classify 13000+ projects as success or failure.
artificial-neural-network classification-tree data-preprocessing feature-engineering gradient-boosting k-nearest-neighbours logistic-regression model-building predictive-modeling random-forest supervised-machine-learning sklearn
Language:Python 0
MNLR / rpart
Recursive Partitioning and Regression Trees adapted to Random Forests with more split functions
random-forest random-forest-regression gamma-distribution cart classification-regression classification-tree regression-tree
Language:C 0
n8tmps / credit-risk-assessment
evaluating credit default rate using statistical machine learning methods
classification-tree linear-discriminant-analysis logistic-regression ridge-regression
0
ozturkfemre / classification
R | Classification Project
bagging-classifier classification classification-tree descriptive-statistics heart-disease-classification linear-discriminant-analysis machine-learning quadratic-discriminant-analysis random-forest random-forest-classifier roc-auc roc-curve rstats rstudio statistics support-vector-machines
Language:R 0
YuChenAmberLu / Data-Science--Practical
factor selection, exploratory data analysis, statistical learning on both qualitative and quantitative data in R
datascience machine-learning data-science machinelearning statistical-learning statistical-analysis islr linear-regression exploratory-data-analysis quantitative-data classification-tree gradient-boosted-machines classification-trees cross-validation practical-data-science dataset
Language:R 0
Aettio / DS_Project_Titanic
Exploratory data analysis and classification tree algorithm (sklearn).
matplotlib pandas plotly python seaborn sklearn classification-tree
Language:Python
BabakBar / Supervised-Learning-IBM-Attrition
In this report, the goal is to predict Attrition by selecting a set of explanatory variables and building a random forest classification tree.
random-forest classification-tree
Language:HTML
carlos-paezf / ML_Python
Compilación de trabajos realizados en la asignatura de Machine Learning con Python
classification-tree convolutional-neural-networks decsion-tree latex linear-regression machine-learning neural-network python recurrent-neural-networks
Language:Jupyter Notebook
erivandosena / ml-example
Exemplo de aprendizagem de máquina por K-ésimo Vizinho mais Próximo usando Python
aprendizado-de-maquina classification-tree knn-classification machine-learning python regression-models
Language:Jupyter Notebook
TaiNguyen42 / Used-Car-Price-Prediction-Data-Mining-R
AutoValuate: A machine learning-driven tool for classifying used car prices as high or low, enabling smarter decisions in the car resale market.
caret classification-tree confusion-matrix data-science knn-classification machine-learning predictive-modeling
Language:HTML
zweedao / Text-Understanding
Machine learning model for: 1) sentiment analysis for online food reviews, 2) classify texts into topics, 3) predicting volcano eruption, 4) classify human genes
machine-learning clustering classification-tree sentiment-analysis
Language:Jupyter Notebook