stacking-classifier

There are 0 repository under stacking-classifier topic.

mo26-web / Induction-Motor-Faults-Detection-with-Stacking-Ensemble-Method-and-Deep-Learning
This is a induction motor faults detection project implemented with Tensorflow. We use Stacking Ensembles method (with Random Forest, Support Vector Machine, Deep Neural Network and Logistic Regression) and Machinery Fault Dataset dataset available on kaggle.
anomaly-detection deep-neural-networks ensemble-classifier ensemble-learning fast-fourier-transform fault-detection fault-diagnosis induction-motor induction-motor-fault-detection logestic-regression machinery-condition-monitoring machinery-fault-dataset random-forest stacking-classifier stacking-ensemble support-vector-machine
Language:Jupyter Notebook 26
RimTouny / Phishing-Attack-Detection-using-Machine-Learning
Advancing Cybersecurity with AI: This project fortifies phishing defense using cutting-edge models, trained on a diverse dataset of 737,000 URLs. It was the final project for the AI for Cybersecurity course in my Master's at uOttawa in 2023.
cybersecurity eda machine-learning phishing-attacks phishing-detection phishing-urls f1-score feature-extraction feature-selection lazy-classifier oversampling smote stacking-classifier true-negative-rate true-positive-rate voting-classifier
Language:Jupyter Notebook 16
TanayBhadula / phishing-website-detection
A web application to predicted whether a URL/Website is phishing or not by extracting its lexical features.
classification descision-tree flask machine-learning pandas phishing-detection python random-forest scikit-learn stacking-classifier svm-classifier xgboost
Language:Jupyter Notebook 7
MsTao-68 / Debt-Churn-Data-Analysis
使用比赛方提供的脱敏数据，进行客户信贷流失预测。
machine-learning xgboost-model ann autogluon eda tabnet lightgbm smote-oversampler smote-sampling stacking-classifier stacking-ensemble stratified-cross-validation stratified-sampling
Language:Jupyter Notebook 6
Timeless-zfqi / AS-DMF-framework
AS-DMF framework guide
encrypted-traffic-analysis feature-reduction feature-selection lightweight malware python3 stacking-classifier tls wireshark zat zeek
Language:Jupyter Notebook 6
Spidy104 / PPG_DIABETES_CLASSIFICATION
This repository provides a complete pipeline for non-invasive blood glucose estimation using Photoplethysmography (PPG) signals. It includes data preprocessing, feature extraction, machine learning model training, and result visualization to support research and development in biomedical signal analysis and diabetes screening.
ml rfid signal-processing stacking-classifier svm voting-classifier
Language:Jupyter Notebook 5
akthammomani / Credit_Risk_Classification
Classification Modeling: Probability of Default
credit-risk classification python catboost-encoding smote knn-classification logistic-regression-classifier random-forest-classifier xgboost-classifier stacking-classifier optuna
Language:Jupyter Notebook 3
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.
classification machine-learning stacking-classifier stacking-ensemble supervised-learning tabular-data alzheimer-disease-prediction python
Language:Python 3
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.
adaboost catboost colab-notebook diabetes diabetes-prediction ensemble-classifier ensemble-learning ensemble-machine-learning ensemble-model gradient-boosting machine-learning python stacking-classifier voting-classifier xgboost
Language:Jupyter Notebook 2
maede43 / ensemble-learning-lfw
Final Project Of Computational Intelligence - Fall 2021 - LightGBM, RandomForest and StackingClassifier
randomforestclassifier lightgbm-classifier stacking-classifier lfw-dataset vggface
Language:Jupyter Notebook 2
sachin17git / Malware-detection-ML
Android malware detection using machine learning.
bayesian-inference bayesian-optimization feature-selection machine-learning machine-learning-algorithms malware-detection multicollinearity python random-forest shap-values shapley-additive-explanations shapley-values stacking-classifier voting-classifier catboost-classifier k-nearest-neighbours logistic-regression support-vector-machines xgboost-classifier
Language:Jupyter Notebook 2
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.
adaboost-classifier bagging-classifier customer-profiling data-processing data-visualization exploratory-data-analysis gradient-boosting-classifier gridsearchcv hyperparameter-tuning random-forest-classifier stacking-classifier xgboost
Language:Jupyter Notebook 1
minakdr / Car-price-prediction-using-Stacking-ensemble-modeling-technique
This project aims to predict the selling prices of used cars based on various features such as brand, model year, mileage, and engine specifications.using-Stacking-ensemble-modeling-technique
data-analysis data-science data-visualization ensemble-machine-learning linear-regression machine-learning machine-learning-algorithms prediction preprocessing stacking-classifier stacking-ensemble
Language:R 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
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.
machine-learning python classification decision-tree-classifier knearest-neighbor-classifier logistic-regression multi-layer-perceptron random-forest scikit-learn sklearn stacking-classifier support-vector-classifier
Language:Jupyter Notebook 1
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
adaboost baggingclassifier boosting-algorithms classification data-visualization decision-trees ensemble-methods exploratory-data-analysis f1-score feature-importance gradient-boosting hyperparameter-tuning logistic-regression machine-learning machine-learning-algorithms stacking-classifier xgboost
Language:Jupyter Notebook 1
SaadTariq01DataAnalyst / Prediction-of-HouseGrade-Classification
Prediction-of-House-Grade-Classification using python ( Jupyter Notebook)
ada-boost-classifier classification-algorithm data-science machine-learning-algorithms matplotlib random-forest-classifier stacking-classifier
Language:Jupyter Notebook 1
SupratikB23 / Poker-Hand-Prediction
A ML/DL project that predicts Poker Hand rankings based on given card combinations.
gradient-boosting-classifier mlp-classifier poker-game random-forest-classifier stacking-classifier deep-learning machine-learning
Language:Jupyter Notebook 1
UzoigweC / EasyVisa
Model for easy facilitation of visa processing and approvals
business-insights data-preprocessing eda gradient-boosting bagging-and-random-forest adaboost gridsearchcv stacking-classifier xgboost
Language:HTML 1
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.
adaboost behavioural depression-detection featurefusion lstm sleep-tracker stacking-classifier statistical-inference svc time-series-analysis timedomain latefusion votingcl
Language:Jupyter Notebook 1
Adam-maz / Kaggle_Diabetes
I present a statistical analysis and machine learning prediction for a diabetes dataset from Kaggle.
bayesian-optimization binary-classification diabetes exploratory-data-analysis kaggle-dataset machine-learning stacking-classifier statistics validation
Language:Jupyter Notebook 0
Aliakbar-omidi / Brain-Tumor-Detection
This project focuses on detecting and classifying brain tumors (NonDemented, Very Mild Demented, Mild Demented, Moderate Demented)
accuracy-score classification-report cross-validation-score cv2 hog logist matplotlib nump optuna pca ran seaborn stacking-classifier svc tqdm xgboost google-colab-drive
Language:Jupyter Notebook 0
devpatel0612 / Personalized-Cancer-Diagnosis
Using classical machine learning techniques for classifying the data into 9 classes which can be further used for cancer detection.
knn-classification logistic-regression maximum naive-bayes-classifier random-forest-classifier stacking-classifier svm-classifier voting-classifier
Language:Jupyter Notebook 0
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.
bagging-classifier customer-profiling datapreprocessing eda gradient-boosting stacking-classifier xgboost boosting-classifier hyperparameter-tuning
Language:Jupyter Notebook 0
nkr1108 / AIMLJourney
My AIML Journey
expolatory-data-analysis visualization pandas python seaborn regular-expression linear-regression sklearn model-evaluation-metrics logistic-regression altair decision-tree ensemble-techniques bagging-classifier random-forest hyperparameter-tuning boosting-classifier stacking-classifier
Language:Jupyter Notebook 0
PulkitGigoo99 / Cardiovascular_Disease_Prediction
A Machine Learning project for Cardiovascular disease prediction
classification-model logistic-regression python random-forest stacking-classifier svm-classifier voting-classifier data-science cardiovascular-diseases heart-disease-prediction
Language:Jupyter Notebook 0
R-Madhuram / UC-BerkeleyCapstone_CreditCardFraudDetection
Detecting and Identifying Fraudulent credit card transactions from normal transactions.
auto-ml data-science ensemble-classifier machine-learning matplotlib pycaret-library scikit-learn seaborn stacking-classifier
Language:Jupyter Notebook 0
rajatrayaraddi / churn-prediction
Evaluating Traditional and Ensemble Learning Techniques for Churn Prediction
catboost churn-prediction classification exploratory-data-analysis machine-learning stacking-classifier xgboost
Language:Jupyter Notebook 0
shivtosh / ensemble-learning
This repository includes the implementation of stacking individual ML models Random forests as an ensemble techniques.
ensemble-machine-learning random-forest-classifier sklearn-metrics stacking-classifier
Language:Jupyter Notebook 0
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.
adaboostclassifier bagging-classifier confusion-matrix decision-trees gradient-boosting-classifier hyperparameter-tuning random-forest stacking-classifier xgboost-classifier featureimportances model-tuning
0
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.
bagging-ensemble boosting-ensemble customerprofiles datapreprocessing eda gradient-boosting-classifier gridsearchcv hyperparameter-tuning stacking-classifier xgboost
Language:Jupyter Notebook 0
Aliakbar-omidi / Sentiment-Review
accuracy-score classification-report logistic-regression nltk numpy optu pandas random-forest sklearn stacking-classifier svm tfidf-vectorizer
Language:Jupyter Notebook
AnusowmyaRamesh / Easy_Visa_Prediction
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.
bagging-classifier boosting-classifier business-analytics data-visualization datapreprocessing exploratory-data-analysis stacking-classifier
Language:Jupyter Notebook
anwitha-09 / plastic-cover-mapping-geoai
Plastic-covered cropland detection using satellite imagery and stacking classifiers – FAO GeoAI 2024 Challenge.
f1-score linear-regression machine-learning plastic-cover random-forest-classifier recall-precision remote-sensing satellite-imagery stacking-classifier
Language:Jupyter Notebook
linzhenyuyuchen / multiple-model-stacking
Code of model stacking for Kaggle Competition
stacking stacking-classifier
Language:Python
vl831227 / EasyVisa
Ensemble Techniques: 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.
customer-profiling data-preprocessing eda boosting-classifier-adaboost boosting-classifier-gradient-boosting boosting-classifier-xgboost business-insights stacking-classifier hyperparameter-tuning-using-gridsearchcv ensemble-techniques
Language:HTML

stacking-classifier

mo26-web / Induction-Motor-Faults-Detection-with-Stacking-Ensemble-Method-and-Deep-Learning

RimTouny / Phishing-Attack-Detection-using-Machine-Learning

TanayBhadula / phishing-website-detection

MsTao-68 / Debt-Churn-Data-Analysis

Timeless-zfqi / AS-DMF-framework

Spidy104 / PPG_DIABETES_CLASSIFICATION

akthammomani / Credit_Risk_Classification

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

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

maede43 / ensemble-learning-lfw

sachin17git / Malware-detection-ML

alef-s / Easy_Visa

minakdr / Car-price-prediction-using-Stacking-ensemble-modeling-technique

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

psavarmattas / Stroke-Prediction-ML-Model

RudraChatterjee / Visa-approval-prediction-EnsembleMethodsML

SaadTariq01DataAnalyst / Prediction-of-HouseGrade-Classification

SupratikB23 / Poker-Hand-Prediction

UzoigweC / EasyVisa

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

Adam-maz / Kaggle_Diabetes

Aliakbar-omidi / Brain-Tumor-Detection

devpatel0612 / Personalized-Cancer-Diagnosis

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

nkr1108 / AIMLJourney

PulkitGigoo99 / Cardiovascular_Disease_Prediction

R-Madhuram / UC-BerkeleyCapstone_CreditCardFraudDetection

rajatrayaraddi / churn-prediction

shivtosh / ensemble-learning

tpurcell0122github / EasyVisa

Yemi-Ak / Ensemble-Techniques-EasyVisa

Aliakbar-omidi / Sentiment-Review

AnusowmyaRamesh / Easy_Visa_Prediction

anwitha-09 / plastic-cover-mapping-geoai

linzhenyuyuchen / multiple-model-stacking

vl831227 / EasyVisa