gradient-boosting-classifier

Demo on the capability of Yandex CatBoost gradient boosting classifier on a fictitious IBM HR dataset obtained from Kaggle. Data exploration, cleaning, preprocessing and model tuning are performed on the dataset

visualization python data-science pandas seaborn feature-selection data-analysis data-preprocessing python27 gradient-boosting-classifier gradient-boosting pearson-correlation one-hot-encode catboost variance-analysis yandex-catboost

UpdatedDec 5, 2019
Jupyter Notebook

Snigdho8869 /Multiclass-Text-Classification

Star29

Natural Language Processing for Multiclass Classification: A repository containing NLP techniques for multiclass classification of text data.

nlp flask machine-learning natural-language-processing deep-learning neural-network text-classification gru flask-application ensemble-learning logistic-regression support-vector-machines gradient-boosting-classifier cnn-model keras-tensorflow random-forest-classifier rnn-lstm bert-fine-tuning xlnet-fine-tuning adaboost-classifier

UpdatedMar 16, 2025
Jupyter Notebook

krpiyush5 /Facebook-Friend-Recommendation-using-Graph-Mining

Star28

In this challenge we have given a directed social graph, and we have to predict missing links to recommend users (Link Prediction in graph)

machine-learning facebook random-forest feature-engineering gradient-boosting-classifier graphmining

UpdatedMay 11, 2019
Jupyter Notebook

indrapaul824 /Coronary-Heart-Disease-Prediction

Star27

This contains the Jupyter Notebook and the Dataset for the mentioned Classification Predictive Modeling Project

random-forest python3 supervised-learning logistic-regression confusion-matrix resampling decision-trees feature-engineering jupyter-notebooks hyperparameter-tuning gradient-boosting-classifier knn-classification bivariate-analysis ensemble-classifier heart-disease classification-model framingham accuracy-score univariate-analysis minmaxscalar

UpdatedDec 3, 2020
Jupyter Notebook

adamingas /ordinalgbt

Star22

A package to build Gradient boosted trees for ordinal labels

xgboost gbm lightgbm gradient-boosting-classifier gradient-boosting ordinal-regression catboost ordinal-classification lightgbm-mo

UpdatedMar 31, 2025
Jupyter Notebook

zin288 /DanceVision-AI-Driven-Dance-Proficiency-Assessment

Star22

Pose estimation and prediction using Mediapipe and various ML models

logistic-regression decision-tree gradient-boosting-classifier mediapipe knn-gridsearch

UpdatedAug 6, 2023
Jupyter Notebook

DandiMahendris /Auto-Insurance-Fraud-Detection

Star19

This research goal is to build binary classifier model which are able to separate fraud transactions from non-fraud transactions.

machine-learning gradient-boosting-classifier fraud-detection xgboost-classifier

UpdatedNov 14, 2023
HTML

dayfundora /Personality-Type

Star18

Recognition of Persomnality Types from Facebook status using Machine Learning

python machine-learning facebook machine-learning-algorithms gradient-boosting-classifier svc personality-traits big5 liwc random-forest-classifier liwc-dictionaries linear-regression-classification sgd-classifier personality-predicting multinomialnb facebook-status-scraper big5-ocean-traits logistic-regression-classifier ridge-classifier

UpdatedJul 16, 2021
JavaScript

Jaap-Meerhof /Federated_XGBoost_Python

Star15

FederBoost's Federated Gradient Boosting Decision Tree Algorithm, Federated enabled Membership Inference

python xgboost gradient-boosting-classifier federated-learning gdbt-classifier membership-inference-attack

UpdatedDec 13, 2023
Python

ArnabKumarRoy02 /Phishing-attack-detection

Star13

This project is our submission for the Kavach Hackathon 2023, in which we have created a browser extension that detects the links present in the email and classifies whether they are safe or not.

python machine-learning cybersecurity gradient-boosting-classifier

UpdatedApr 13, 2023
Jupyter Notebook

shraddhasomani /Statistical-Modeling-for-NASDAQ100-Stock

Star10

Analyze NASDAQ100 stock data. Used ARIMA + GARCH model and machine learning techniques Naive Bayes and Decision tree to determine if we go long or short for a given stock on a particular day

r statistical-analysis stock-market naive-bayes-classifier decision-trees garch gradient-boosting-classifier nasdaq100 arima-model

UpdatedSep 25, 2023
R

abdullahsaka /Capital_One-Data_Challenge

Star10

Data Science Challenge

finance machine-learning gradient-boosting-classifier data-science-challenges fraud-detection capital-one random-forest-classifier

UpdatedMay 14, 2021
Jupyter Notebook

DmitryAsdre /rocauc_pairwise

Star8

RocAuc Pairiwse objective for gradient boosting

openmp cuda ranking gpu-acceleration gpu-computing binary-classification gradient-boosting-classifier cython-wrapper pairwise gradient-boosting gpu-accelerated-library lambdarank cuda-programming pairwise-ranking

UpdatedMay 19, 2023
Python

sushant1827 /Human-Activity-Recognition-with-Smartphones

Star8

Kaggle Machine Learning Competition Project : To classify activities into one of the six activities performed by individuals by reading the inertial sensors data collected using Smartphone.

exploratory-data-analysis gyroscope seaborn accelerometer classification logistic-regression python-3 support-vector-machine confusion-matrix t-sne grid-search human-activity-recognition decision-tree-classifier gradient-boosting-classifier iot-application linear-discriminant-analysis random-forest-classifier gridsearchcv kernel-svm-classifier rbf-classifier

UpdatedOct 31, 2019
Jupyter Notebook

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KwokHing /YandexCatBoost-Python-Demo