lgbmclassifier

There are 0 repository under lgbmclassifier topic.

Amshra267 / Cassandra-Udyam
Contains our Approach for the competition organized at Udyam'21
data-preprocessing hypothesis outlier-removal lgbmclassifier feature-aggregation binning optuna
Language:Jupyter Notebook 11
yashksaini-coder / Bank-Loan-Default
Objective is to develop a predictive model for a consumer finance company to identify potential loan defaulters. By analyzing historical loan data, & diff. data the factors that influences loan default rate.
clustering clustering-algorithm exploratory-data-analysis financial-analysis lgbm lgbmclassifier machine-learning machine-learning-algorithms
Language:Jupyter Notebook 6
cconsta1 / SexEst_Notebooks
Example notebooks to produce the models used in the SexEst web application.
colab data-science lgbmclassifier machine-learning python scikit-learn scikitlearn-machine-learning xgboost-classifier classification classification-algorithm python3
Language:Jupyter Notebook 4
SmellyArmure / OC_DS_Project7
Implémentation d'un modèle de scoring (OpenClassrooms | Data Scientist | Projet 7)
risk-modeling imbalanced-classification custom-metrics data-cleaning dashboard dashboards heroku-deployment streamlit local-interpretation model-interpretation flask-api data-visualization data-sampling pycaret shap bayesian-optimization lgbmclassifier feature-engineering data-ag data-aggregation
Language:Jupyter Notebook 4
tianhao-ai / Detecting-Machine-Generated-Text-COMP90051-2023S1-Project-1
This project is about to detecting the text generated by different LLM given prompt. The instance is labeled by Human and Machine, and this project utilised both traditional machine learning method and deep learning method to classify the instance.
attention-gru bidirectional-gru comp90051 domain-adaptation fine-tuning lgbmclassifier pretrain pretraining pytorch
Language:Jupyter Notebook 4
Amshra267 / Recognizance-Prastuti
data data-science deep-learning feature-engineering lgbmclassifier postprocessing
Language:Jupyter Notebook 3
ramisa2108 / Taxi-Demand-Forecasting-System
A machine learning based forecasting system for taxi demand prediction
forecasting-models lgbmclassifier machine-learning mlp-classifier random-forest time-series time-series-analysis xgboost
Language:Jupyter Notebook 3
alaaelkhashap / Malicious-URLs
attacks cybersecurity detection feature-extraction lgbmclassifier logistic-regression machine-learning machine-learning-algorithms malicious-url-detection malware python malicious-urls-dataset protection
Language:Jupyter Notebook 2
Ashishdheer / Precision-Agriculture
This approach has the potential to create accurate, generalizable and adaptable machine learning methods that effectively and sustainably address agricultural tasks such as yield prediction and early disease identification.
csv decision-tree lgbmclassifier linear-regression matplotlib numpy pandas python3 seaborn
Language:Jupyter Notebook 2
dgovor / Heart-Failure-Prediction
Machine Learning model for heart failure prediction using LGBM Classifier.
python machine-learning lgbmclassifier
Language:Python 2
feliperastelli / FR_Health_Insurance_Cross_Sell
Learning to Rank - Cross Sell
python learningtorank crosssellrecommendation data-science sheets-api lgbmclassifier
Language:Jupyter Notebook 2
harshwalia36 / Early-Prediction-of-Mortality-Risk-among-Covid-19-Patients
Early prediction of Mortality Risk among Covid -19 Patients in early stages when patients gets admitted into the hospital.
machine-learning covid-19 classification ensemble-model sklearn keras xgboost lgbmclassifier logistic-regression adaboost gradient-boosting extratreesclassifier svm-classifier mlp-classifier decision-trees random-forest bagging
Language:Jupyter Notebook 2
salmanhiro / spectra-type-lgbm-fastapi
Spectral type classification using LGBM and deployed using FastAPI, Pydantic, and Docker
astronomy astrophysics machine-learning lgbmclassifier
Language:Python 2
Heart-Diseases-Prediction
tazriahelal / Heart-Diseases-Prediction
End to end Heart Diseases Prediction Model with webapp using Flask
chatboost classification eda flask-application heart-disease lgbmclassifier shap xgboost-algorithm
Language:Jupyter Notebook 2
aayanmaity / Credit_Card_Lead_Prediction-JOB-A-THON
Participated in Analytics Vidya Hackathon ( JOB-A-THON | May 2021 ). This Repository contains all code, reports and approach.
catboost classification datascience lgbmclassifier machine-learning
Language:HTML 1
AqilaFadia / Score_Predict_HomeCredit
how to predict score credit to home credit indonesia with machine learning modeling, find more to Home Credit Indonesia
data-science decision-trees lgbmclassifier logistic-regression machine-learning random-forest xboost
Language:Jupyter Notebook 1
brunodifranco / project-airbnb-classification
Predicting Next Booking Destinations for Airbnb Users. Feel free to access the Streamlit App in the link below.
bayesian-optimization classification-algorithm cross-validation data-exploration data-science database feature-engineering flask-application lgbmclassifier machine-learning matplotlib numpy pandas postgresql python seaborn sklearn sql streamlit
Language:HTML 1
chandrashekhar1227-ML / Flower_Classification
Rank 4/125 MachineHack
classification lgbmclassifier logloss tabular-data
Language:Jupyter Notebook 1
himanshu-03 / Spaceship-Titanic-Kaggle-Competition
The task is to predict whether a passenger was transported to an alternate dimension during the Spaceship Titanic's collision with the spacetime anomaly. To help us make these predictions, we are given a set of personal records recovered from the ship's damaged computer system.
google-colaboratory jupyter-notebook kaggle-competition lgbm lgbmclassifier numpy pandas python scikit-learn seaborn spaceship-titanic visual-studio-code visualization xgboost data-science
Language:Jupyter Notebook 1
KanikaMaheshwari1112 / Student-Dropout-Prediction
The classification problem of student dropout data of an institute
classification machine-learning student-dropout gradient-boosting lgbmclassifier
Language:Jupyter Notebook 1
MarwanMashra / To-Be_Challenge
Using LGBMClassifier to solve To-Be Challenge, which is a machine learning challenge on CodaLab Platform that aims to adress the problems of medical imbalanced data classification.
machine-learning codalab challenge artificial-intelligence scikit-learn data-science pandas matplotlib lgbmclassifier classification
Language:Jupyter Notebook 1
prohogiy90 / ds-model-of-the-behavior-of-the-SberAvtopodpiska-customers
This repository contain my final projekt on the Data science Skillbox school on the topic: "Development of a machine learning algorithm to predict the behavior of customers of the "SberAvtopodpiska"
catboost eda histgram-gradient-boosting imbalanced-data imblearn jupyter-notebook lgbmclassifier pipeline python sber skillbox stacking-classifier data-science machine-learning
Language:Jupyter Notebook 1
rprkh / Music-Genre-Recommender
Music Genre Recommender website that can identify and recommend 10 different genres of music using Light Gradient Boosting Machine (LGBM). An accuracy of 90% was achieved on the test set by tuning the hyperparameters of the model with Optuna.
audio audio-machine-learning classification classification-model flask hyperparameter-tuning lgbm lgbmclassifier librosa machinelearning music optuna scikit-learn
Language:Python 1
SmellyArmure / OC_DS_Project7_api_flask
Déploiement d'une API Flask du modèle de classification déployée sur Heroku (OpenClassrooms | Data Scientist | Projet 7)
api-requests flask-api imbalance-classification lgbmclassifier model-deployment python python-script shap
Language:Python 1
surbhi2408 / Heart-Disease-Prediction
Various classification algorithms are implemented to predict whether a person is prone to or is suffering from heart disease.
machine-learning knn-algorithm decision-tree-classifier random-forest-classifier lgbmclassifier svm-classifier
Language:Jupyter Notebook 1
vbabashov / loan-classification
Loan Eligibility - Classification (Python)
classification logistic-regression random-forest-classifier xgboost-classifier lgbmclassifier imbalanced-data
Language:Jupyter Notebook 1
Abhigyan76 / Lithology-Prediction
Predicted the lithology of the formation using different algorithm
lgbmclassifier machine-learning python xgboost
Language:Jupyter Notebook 0
adelelwan24 / Prediction-of-Obesity-Risk
This project tackles the growing concern of obesity by developing a model to predict an individual's risk. By analyzing various factors, we aim to identify people who might be more susceptible to weight gain and related health problems.
eda lgbmclassifier python scikit-learn xgboost-classifier
Language:Jupyter Notebook 0
Denis-Mukhanov / client-churn-prediction
Yandex Practicum Data Science project
keras lgbmclassifier logistic-regression optuna pandas phik shap tensorflow
Language:Jupyter Notebook 0
Denis-Mukhanov / music-genre-prediction
Practicum Workshop
catboost lgbmclassifier logistic-regression optuna pandas python pytorch
Language:Jupyter Notebook 0
ngotacoding / Electrical-Grid-Stability
Predicting the stability of electrical grids using a binary classification model.
extratreesclassifier gradient-boosting lgbmclassifier pandas random-forest xgboost
Language:Jupyter Notebook 0
VikramBansall / Credit-Risk-Model-and-Analysis
boosting-algorithms catboost-classifier exploratory-data-analysis lgbmclassifier machine-learning preprocessing python statistical-analysis xgboost
Language:Jupyter Notebook 0
GunturWibawa / SentimentAnalysisJU
Junky Union is creating a system to sort movie reviews. They aim to train a model to detect negative reviews using the IMBD dataset with polarity labeling. The model must classify reviews as positive or negative with an F1 score of at least 0.85.
bert-model f1-score lgbmclassifier linear-regression matplotlib nltk-python numpy pandas python3 roc-auc-curve spacy-nlp tf-idf tqdm
Language:Jupyter Notebook
GunturWibawa / TelecomChurnPrediction
Interconnect seeks to forecast customer churn by analyzing package choices and contracts. If a customer plans to leave, they're offered unique codes and special packages to foster loyalty.
adaboost-classifier cat-boost-algorithm decision-tree-classifier gradient-boosting knn-classifier lgbmclassifier logistic-regression matplotlib numpy pandas python3 random-forest-classifier sklearn svm-classifier voting-classifier
Language:Jupyter Notebook
hikmatullah-mohammadi / multi-class-cirrhosis
Kaggle Playground Series - Season 3, Episode 26 - Multi-Class Cirrhosis | EDA | MI-Score | Feature Engineering
artificial-intelligence classfication kaggle lgbmclassifier machine-learning ml catboost-classifier ensemble-learning voting-classifier xgboost-classifier
Language:Jupyter Notebook
sirilalithaadapa / Credit_Card_Approval
Credit_Card_Approval_odinschool_project
catboost-classifier data-cleaning data-science database jupyter-notebook lgbmclassifier logistic-regression machine-learning-algorithms odinschool odinschoolproject pythpn random-forest-classifier sql
Language:Jupyter Notebook

lgbmclassifier

Amshra267 / Cassandra-Udyam

yashksaini-coder / Bank-Loan-Default

cconsta1 / SexEst_Notebooks

SmellyArmure / OC_DS_Project7

tianhao-ai / Detecting-Machine-Generated-Text-COMP90051-2023S1-Project-1

Amshra267 / Recognizance-Prastuti

ramisa2108 / Taxi-Demand-Forecasting-System

alaaelkhashap / Malicious-URLs

Ashishdheer / Precision-Agriculture

dgovor / Heart-Failure-Prediction

feliperastelli / FR_Health_Insurance_Cross_Sell

harshwalia36 / Early-Prediction-of-Mortality-Risk-among-Covid-19-Patients

salmanhiro / spectra-type-lgbm-fastapi

tazriahelal / Heart-Diseases-Prediction

aayanmaity / Credit_Card_Lead_Prediction-JOB-A-THON

AqilaFadia / Score_Predict_HomeCredit

brunodifranco / project-airbnb-classification

chandrashekhar1227-ML / Flower_Classification

himanshu-03 / Spaceship-Titanic-Kaggle-Competition

KanikaMaheshwari1112 / Student-Dropout-Prediction

MarwanMashra / To-Be_Challenge

prohogiy90 / ds-model-of-the-behavior-of-the-SberAvtopodpiska-customers

rprkh / Music-Genre-Recommender

SmellyArmure / OC_DS_Project7_api_flask

surbhi2408 / Heart-Disease-Prediction

vbabashov / loan-classification

Abhigyan76 / Lithology-Prediction

adelelwan24 / Prediction-of-Obesity-Risk

Denis-Mukhanov / client-churn-prediction

Denis-Mukhanov / music-genre-prediction

ngotacoding / Electrical-Grid-Stability

VikramBansall / Credit-Risk-Model-and-Analysis

GunturWibawa / SentimentAnalysisJU

GunturWibawa / TelecomChurnPrediction

hikmatullah-mohammadi / multi-class-cirrhosis

sirilalithaadapa / Credit_Card_Approval