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stacking-classifier

Here are 25 public repositories matching this topic...

Yemi-Ak / Ensemble-Techniques-EasyVisa

Analyze the data of Visa applicants, build a predictive model to facilitate the process of visa approvals, and based on important factors that significantly influence the Visa status recommend a suitable profile for the applicants for whom the visa should be certified or denied.

eda xgboost hyperparameter-tuning gradient-boosting-classifier gridsearchcv datapreprocessing bagging-ensemble boosting-ensemble customerprofiles stacking-classifier

Updated May 9, 2023
Jupyter Notebook

shivtosh / ensemble-learning

This repository includes the implementation of stacking individual ML models Random forests as an ensemble techniques.

random-forest-classifier ensemble-machine-learning sklearn-metrics stacking-classifier

Updated Feb 8, 2023
Jupyter Notebook

Vibhuarvind / Detection-of-Depression-Using-Late-Fusion-of-Sequential-Actigraphy-Features

Analyzed time-series data (Depressjon) to detect depression from patient activity recorded via clinical actigraphy watches. Utilized features such as time domain, statistical metrics, and LSTM-extracted attributes.

lstm statistical-inference adaboost sleep-tracker svc time-series-analysis behavioural timedomain depression-detection featurefusion stacking-classifier votingcl latefusion

Updated Jun 30, 2024
Jupyter Notebook

tpurcell0122github / EasyVisa

The Office of Foreign Labor Certification is facing a dramatic increase in work visa applications, but is hampered by a sluggish review system. It needs to improve the process by developing a way to quickly, accurately identify applications likely to be accepted or rejected so their processing may be prioritized.

random-forest confusion-matrix decision-trees hyperparameter-tuning gradient-boosting-classifier model-tuning xgboost-classifier adaboostclassifier featureimportances stacking-classifier bagging-classifier

Updated Nov 3, 2022

R-Madhuram / UC-BerkeleyCapstone_CreditCardFraudDetection

Detecting and Identifying Fraudulent credit card transactions from normal transactions.

data-science machine-learning scikit-learn seaborn matplotlib auto-ml ensemble-classifier pycaret-library stacking-classifier

Updated Mar 14, 2023
Jupyter Notebook

Keerthiga-Sekar / -Predicting-Employees-Preferred-Mode-of-Transport-

Analyze the data of ABC consulting company, build a predictive model based on the parameters like age, salary, work experience and predict the preferred mode of transport.

eda xgboost hyperparameter-tuning gradient-boosting datapreprocessing stacking-classifier customer-profiling bagging-classifier boosting-classifier

Updated Jun 30, 2024
Jupyter Notebook

PulkitGigoo99 / Cardiovascular_Disease_Prediction

A Machine Learning project for Cardiovascular disease prediction

python data-science random-forest logistic-regression svm-classifier voting-classifier classification-model heart-disease-prediction cardiovascular-diseases stacking-classifier

Updated May 7, 2024
Jupyter Notebook

linzhenyuyuchen / multiple-model-stacking

Code of model stacking for Kaggle Competition

stacking stacking-classifier

Updated Jul 24, 2020
Python

RudraChatterjee / Visa-approval-prediction-EnsembleMethodsML

This project presents a ML based solution using Ensemble methods to predict which visa applications will be approved and thus recommend a suitable profile for applicants whose visa have a high chance of approval

machine-learning exploratory-data-analysis machine-learning-algorithms data-visualization xgboost classification logistic-regression adaboost decision-trees boosting-algorithms hyperparameter-tuning gradient-boosting f1-score feature-importance ensemble-methods stacking-classifier baggingclassifier

Updated Mar 20, 2023
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devpatel0612 / Personalized-Cancer-Diagnosis

Using classical machine learning techniques for classifying the data into 9 classes which can be further used for cancer detection.

naive-bayes-classifier logistic-regression maximum svm-classifier knn-classification voting-classifier random-forest-classifier stacking-classifier

Updated Oct 30, 2023
Jupyter Notebook

alef-s / Easy_Visa

Analyze the data of Visa applicants, build a predictive model to facilitate the process of visa approvals, and based on important factors that significantly influence the Visa status recommend a suitable profile for the applicants for whom the visa should be certified or denied.

exploratory-data-analysis data-visualization xgboost data-processing hyperparameter-tuning gradient-boosting-classifier random-forest-classifier gridsearchcv adaboost-classifier stacking-classifier customer-profiling bagging-classifier

Updated Sep 7, 2023
Jupyter Notebook

SaadTariq01DataAnalyst / Prediction-of-HouseGrade-Classification

Prediction-of-House-Grade-Classification using python ( Jupyter Notebook)

data-science machine-learning-algorithms matplotlib classification-algorithm random-forest-classifier ada-boost-classifier stacking-classifier

Updated Aug 9, 2023
Jupyter Notebook

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"

python data-science machine-learning pipeline jupyter-notebook eda imbalanced-data catboost imblearn skillbox sber lgbmclassifier histgram-gradient-boosting stacking-classifier

Updated Nov 17, 2022
Jupyter Notebook

psavarmattas / Stroke-Prediction-ML-Model

This is just a theoretical Machine Learning Model that will analyze the data and determine where the stroke can occur.

python machine-learning random-forest scikit-learn sklearn classification logistic-regression multi-layer-perceptron decision-tree-classifier support-vector-classifier knearest-neighbor-classifier stacking-classifier

Updated Mar 11, 2023
Jupyter Notebook

fatimaAfzaal / Multiple-Ensemble-models-Diabetes-Prediction-Project-

This project focuses on predicting the likelihood of diabetes in individuals using ensemble machine learning models. It combines various ensemble techniques, including Random Forest, AdaBoost, Gradient Boosting, Bagging, Extra Trees, XGBoost, Voting Classifier and some others to get predictions.

python machine-learning xgboost ensemble-learning diabetes adaboost ensemble-model gradient-boosting voting-classifier ensemble-classifier catboost ensemble-machine-learning colab-notebook diabetes-prediction stacking-classifier

Updated Sep 25, 2023
Jupyter Notebook

UzoigweC / EasyVisa

Model for easy facilitation of visa processing and approvals

eda xgboost adaboost data-preprocessing gradient-boosting gridsearchcv business-insights stacking-classifier bagging-and-random-forest

Updated Mar 10, 2024
HTML

Timeless-zfqi / AS-DMF-framework

AS-DMF framework guide

tls lightweight malware python3 feature-selection wireshark zeek feature-reduction zat stacking-classifier encrypted-traffic-analysis

Updated Aug 1, 2022
Jupyter Notebook

Alzheimer-s-Disease-Classification-using-Stacking-Ensembling

mohit01-10 / Alzheimer-s-Disease-Classification-using-Stacking-Ensembling

This project is dedicated to accurately classify Alzheimer's disease into Demented, Non-demented and Converted Category.

python machine-learning tabular-data supervised-learning classification alzheimer-disease-prediction stacking-ensemble stacking-classifier

Updated Jul 22, 2024
Python

maede43 / ensemble-learning-lfw

Final Project Of Computational Intelligence - Fall 2021 - LightGBM, RandomForest and StackingClassifier

vggface lfw-dataset randomforestclassifier lightgbm-classifier stacking-classifier

Updated Feb 4, 2022
Jupyter Notebook

akthammomani / Credit_Risk_Classification

Classification Modeling: Probability of Default

python classification smote knn-classification random-forest-classifier credit-risk optuna logistic-regression-classifier xgboost-classifier catboost-encoding stacking-classifier

Updated Jan 24, 2022
Jupyter Notebook

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