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stacking-classifier

Here are 23 public repositories matching this 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.

deep-neural-networks random-forest fast-fourier-transform ensemble-learning support-vector-machine anomaly-detection ensemble-classifier fault-detection induction-motor fault-diagnosis stacking-ensemble machinery-condition-monitoring logestic-regression stacking-classifier induction-motor-fault-detection machinery-fault-dataset

Updated May 8, 2022
Jupyter Notebook

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 eda lightgbm ann xgboost-model stratified-sampling tabnet stacking-ensemble autogluon stratified-cross-validation smote-sampling smote-oversampler stacking-classifier

Updated May 18, 2022
Jupyter Notebook

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.

machine-learning eda feature-selection feature-extraction cybersecurity phishing-attacks smote oversampling f1-score lazy-classifier voting-classifier phishing-detection phishing-urls true-positive-rate true-negative-rate stacking-classifier

Updated Jan 12, 2024
Jupyter Notebook

TanayBhadula / phishing-website-detection

A web application to predicted whether a URL/Website is phishing or not by extracting its lexical features.

python flask machine-learning random-forest scikit-learn pandas xgboost classification svm-classifier phishing-detection descision-tree stacking-classifier

Updated Oct 6, 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

sachin17git / Malware-detection-ML

Android malware detection using machine learning.

python machine-learning random-forest machine-learning-algorithms feature-selection logistic-regression bayesian-inference support-vector-machines bayesian-optimization multicollinearity k-nearest-neighbours malware-detection voting-classifier shapley-values xgboost-classifier shap-values shapley-additive-explanations catboost-classifier stacking-classifier

Updated Nov 23, 2022
Jupyter Notebook

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

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

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 Apr 23, 2024
Python

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

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

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

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

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

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

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

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

linzhenyuyuchen / multiple-model-stacking

Code of model stacking for Kaggle Competition

stacking stacking-classifier

Updated Jul 24, 2020
Python

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