bagging-classifier

There are 0 repository under bagging-classifier topic.

LALA09-erha / Streamlit---WebPrediksiKNN
Website Prediksi Penyakit jantung dengan 5 fitur menggunakan metode KNN,bagging classifier,random forest
heart-disease knn-classification bagging-classifier dataset heart random-forest random-forest-classifier baggingclassifier
Language:Python 8
RudraChatterjee / Machine-Failure_Prediction_EnsembleMethods_ModelTuning
This project predicts wind turbine failure using numerous sensor data by applying classification based ML models that improves prediction by tuning model hyperparameters and addressing class imbalance through over and under sampling data. Final model is productionized using a data pipeline
adaboost bagging-classifier boosting class-imbalance datapipeline gradient-boosting hyperparameter-tuning machine-learning-algorithms oversampling random-forest-classifier undersampling xgboost cross-validation missing-value-imputation randomizedsearchcv
Language:Jupyter Notebook 4
GyanPrakashkushwaha / Customer-Churn-Prediction
Customer Churn Prediction using Machine Learning and Deep learning. With Integration of MLFlow
bagging-classifier boosting-ensemble mlflow-tracking-server mlops neural-network sklearn
Language:Jupyter Notebook 1
ozturkfemre / classification
R | Classification Project
bagging-classifier classification classification-tree descriptive-statistics heart-disease-classification linear-discriminant-analysis machine-learning quadratic-discriminant-analysis random-forest random-forest-classifier roc-auc roc-curve rstats rstudio statistics support-vector-machines
Language:R 1
RawatMeghna / Flight-Booking-Price-Prediction
The project is to analyze the flight booking dataset obtained from a platform which is used to book flight tickets.
bagging-classifier decision-trees exploratory-data-analysis jupyter-notebook linear-regression machine-learning python python3 random-forest-classifier
Language:Jupyter Notebook 1
ShababAhmedd / CSE437_DataScience
matplotlib numpy pandas decision-trees sklearn adaboost datacamp-solutions-python datacamp-course bagging-classifier bracu cse437 random-forest gradient-boosting clustering gradient-descent linear-regression regression-tree
Language:Python 1
spamfromaditya / Drugs-Consumption-Prediction-Model-EDA-Bagging-Classifier
Drug consumption prediction models are like crystal balls for public health. By analyzing vast amounts of data, these models can identify individuals or communities at higher risk of drug use. They consider factors like demographics, social media activity, prescription history, and even economic indicators.
bagging-classifier machine-learning matplotlib numpy python scikit-learn
Language:Jupyter Notebook 1
ZeeshanKhalid2k01 / Bagging
Bagging is the term from "Bootstrap Aggregation Algorithm", That is for Low Bias & Low Variance
bagging bagging-classifier bagging-ensemble bagging-regressor bagging-trees baggingalgorithms
Language:Jupyter Notebook 1
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 0
Ashwin0229 / Tree-Classifiers
Comparative Analysis of Decision Tree Algorithms in Number Classification: Bagging vs. Random Forest vs. Gradient Boosting Decision Tree Classifiers
bagging-classifier decision-tree-classifier gradient-boosting-classifier gridsearchcv python3 random-forest-classifier randomizedsearchcv sklearn-library train-test-using-sklearn
Language:Python 0
hardikasnani / ensemble-methods-on-breast-cancer-data
I applied the bagging and boosting methods using the decision tree as the base predictor on the sklearn’s breast cancer data set. I experiment with different parameters and report the results obtained.
adaboost-classifier bagging-classifier breast-cancer-data ensemble-learning machine-learning
Language:Jupyter Notebook 0
meAnubhav / Heart_Disease_Prediction_by_Machine_Learning
A machine learning application, deployed using Flask, is designed to identify the presence of heart disease in patients by analyzing various medical features.
bagging-classifier data-visualization decisiontreeclassifier heartdisease jupiter-notebook knn maxvoting naive-bayes-classifier python3 random-forest-classifier svm xgboost-classifier
Language:Jupyter Notebook 0
nielsxklesper / Machine_Learning_Challenge
Our group project aimed to evaluate three predictive machine learning classification models to anticipate whether website visitors engage in transactions. This is done by analysing different attributes of website visitors including duration spent on different web pages, click rates, and bounce rates.
bagging-classifier binary-classification exploratory-data-analysis hyperparameter-tuning logistic-regression modelevaluation outlier-detection outlier-treatment roc-curve xgboost-classifier
Language:Jupyter Notebook 0
rociobenitez / BiomechanicalRiskPrediction
Predictive Analysis for Musculoskeletal Injury Risk using Machine Learning and Flask
app-engine bagging-classifier biomechanics-analysis cloud-sql cloud-storage extra-trees-regressor flask flask-api flask-application flask-sqlalchemy gait-analysis google-cloud-platform predictive-modeling python python3
Language:HTML 0
Sarthak-10 / Bagging-Classifier-from-scratch
The project contains an implementation of Bagging Classifier from scratch without the use of any inbuilt libraries.
bagging-classifier bagging-ensemble bootstrap-aggregation scratch-implementation
Language:Jupyter Notebook 0
Szymon-Czuszek / Machine-Learning-Algorithms
In this repository, I will share the materials related to machine learning algorithms, as I enrich my knowledge in this field.
bagging-classifier boosting-tree descision-tree machine-learning random-forest ada-boost-classifier gradient-boosting grid-search kaggle-dataset
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
vasatodorovic / ToxicityOfMolecules
Project on course "Data Mining 2"
bagging-classifier boosting-ensemble data-mining decision-tree-classifier ensemble-classifier feature-selection machine-learning random-forest-classifier smote-algorithm svm-classifier corelation-of-features rfe select-k-best variance-threshold ada-boost-classifier
Language:Jupyter Notebook 0
vasupatelll / Email_Spam_Classifier
A Machine Learning Processing with SMS Data to predict whether the SMS is Spam/Ham with various ML Algorithms like MultinomialNB, LogisticRegression, SVC, DecisionTreeClassifier, RandomForestClassifier, KNeighborsClassifier, AdaBoostClassifier, BaggingClassifier, ExtraTreesClassifier, GradientBoostingClassifier, XGBClassifier to compare accuracy an
bernoulli-naive-bayes count-vectorizer embeddings extra-trees-classifier gaussian-naive-bayes logistic-regression multinomial-naive-bayes random-forest-classifier sms-spam-detection tfidf-vectorizer word-cloud xgboost-classifier decision-tree-classifier k-nearest-neighbor-classifier porter-stemmer support-vector-machines ada-boost-classifier bagging-classifier extra-tree-classifiers gradient-boosting-classifier
Language:Jupyter Notebook 0
vicaaa12 / advanced-machine-learning
Advanced Machine Learning
adaboost-classifier bagging-classifier confusion-matrix correlation-matrix data-preprocessing ensemble-learning exploratory-data-analysis feature-importance gradientboostinclassifier hyperparameter-tuning missing-value-imputation model-comparison model-performance-comparison outlier-detection oversampling-technique randomforest-classification randomsearchcv undersampling-technique xgboost-classifier
Language:Jupyter Notebook 0
amondalgit / DMML23-assignments
Data Mining Machine Learning | Assignments | JAN-APR 2023 | CMI
bagging-classifier bagging-ensemble boosting-ensemble decision-tree decision-tree-classifier decision-tree-regression naive-bayes naive-bayes-classifier
Language:Jupyter Notebook
anandanraju / Eligibility_Validation_Report_Model_for_Borrowing_Money_From_Bank
In simple, a Loan (borrowing money from a bank) is the sum of money that you borrow from the bank or lending financial institution in order to meet needs. These needs could result from planned or unplanned events, and by borrowing, you incur a debt that you have to pay within the agreed duration on your contract.
bagging-classifier bagging-trees bank-loans confusion-matrix confusion-matrix-heatmap extra-tree-classifiers extra-trees-classifier jupyter-notebook loan-data random-forest-classifier spyder-python-ide
Language:Jupyter Notebook
anandanraju / Titanic_Survival_Prediction_Model
The sinking of the RMS Titanic is one of the most infamous shipwrecks in world history. In this model, need to analyse what sorts of people were likely to survive. We also need to apply the tools of machine learning to predict which passengers survived in this tragedy.
adaboos adaboost-classifier bagging-classifier decision-tree-classifier extra-tree-classifiers gaussian-naive-bayes gradient-boosting-classifier knearest-neighbor-classifier random-forest-classifier support-vector-classifier titanic-dataset titanic-survival-prediction
Language:Jupyter Notebook
ArchismwanChatterjee / Parkinson_Detection
bagging-classifier classification-algorithm ensemble-learning feature-extraction feature-selection mrmr networkx-graph audio-processing librosa streamlit
Language:Jupyter Notebook
Atif255 / Titanic-Survival-Prediction
bagging-classifier decision-tree-classifier logistic-regression
Language:Jupyter Notebook
bilnab / P4
Projet de modélisation supervisée - SCORING
bagging-classifier feature-engineering gradient-boosting interpretability lime linear-svm logistic-regression random-forest-classifier roc-curve scoring-algorithm unbalanced-data undersampling
Language:Jupyter Notebook
DWalicki95 / Titanic_case_study-alghoritms-comparison-
Titanic survivors binary classification
bagging-classifier classification-algorithm decision-trees logistic-regression optimization-algorithms random-forest svm-classifier
Language:Jupyter Notebook
hugohiraoka / Travel_Package_Purchase_Prediction
Model to Predict if a customer will purchase a Travel Package
bagging-classifier decision-tree-classifier gradient-boosting-classifier hyperparameter-tuning random-forest xgboost-classifier
Language:HTML
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
lucoliv23 / KC-Roasters-Classification-
bagging-classifier data-preparation data-preprocessing data-science decision-tree-classifier eda random-forest-classifier
Language:Jupyter Notebook
niveditha093 / VisaApproval
Visa approval process by leveraging machine learning on OFLC's extensive dataset, aiming to recommend suitable candidate profiles for certification or denial based on crucial drivers.
bagging-classifier boosting-algorithms classification-models data-analysis ensemble-learning feature-engineering machine-learning pattern-recognition stacking-ensemble statistical-analysis
Language:Jupyter Notebook
prajwalp3 / Cardiovascular-Disease-prediction-using-Machine-learning-models
Our project utilizes machine learning models to predict cardiovascular diseases (CVDs) by analyzing diverse datasets and exploring 14 different algorithms. The aim is to enable early detection, personalized interventions, and improved healthcare outcomes.
bagging-classifier decision-tree-classifier exploratory-data-analysis google-collab gradient-boosting-classifier k-nearest-neighbor-classifier kaggle-dataset lgbmclassifier linear-svc logistic-regression naive-bayes-classifier perceptron-neural-networks python ridge-classifier stochastic-gradient-descent support-vector-machines xgboost-classifier random-forest-classifier
Language:Jupyter Notebook
sean-atkinson / supervised_learning_models
This mini-project involves experimenting with a variety of classification and regression models, exploring different techniques to understand their behaviors and applications in predictive analytics.
adaboost-classifier bagging-regressor decision-tree-classifier decision-tree-regression knn-classifier knn-regressor linear-regression logistic-regression random-forest-classifier random-forest-regressor support-vector-classifier support-vector-regressor adaboost-regressor bagging-classifier mini-project predictive-analytics python scikit-learn
Language:Jupyter Notebook
SophiaRazzaq / Landslide-Insights-and-Prediction
Machine Learning
adaboostclassifier bagging-classifier decision-trees evaluation-metrics gradient-boosting-classifier kmeans-clustering logistic-regression random-forest svm
Language:Jupyter Notebook
Yalda-amadeh / Shatel-dataset
Some process on Shatel dataset.
bagging-classifier linear-regression pandas seaborn sklearn
Language:Jupyter Notebook

bagging-classifier

LALA09-erha / Streamlit---WebPrediksiKNN

RudraChatterjee / Machine-Failure_Prediction_EnsembleMethods_ModelTuning

GyanPrakashkushwaha / Customer-Churn-Prediction

ozturkfemre / classification

RawatMeghna / Flight-Booking-Price-Prediction

ShababAhmedd / CSE437_DataScience

spamfromaditya / Drugs-Consumption-Prediction-Model-EDA-Bagging-Classifier

ZeeshanKhalid2k01 / Bagging

alef-s / Easy_Visa

Ashwin0229 / Tree-Classifiers

hardikasnani / ensemble-methods-on-breast-cancer-data

meAnubhav / Heart_Disease_Prediction_by_Machine_Learning

nielsxklesper / Machine_Learning_Challenge

rociobenitez / BiomechanicalRiskPrediction

Sarthak-10 / Bagging-Classifier-from-scratch

Szymon-Czuszek / Machine-Learning-Algorithms

tpurcell0122github / EasyVisa

vasatodorovic / ToxicityOfMolecules

vasupatelll / Email_Spam_Classifier

vicaaa12 / advanced-machine-learning

amondalgit / DMML23-assignments

anandanraju / Eligibility_Validation_Report_Model_for_Borrowing_Money_From_Bank

anandanraju / Titanic_Survival_Prediction_Model

ArchismwanChatterjee / Parkinson_Detection

Atif255 / Titanic-Survival-Prediction

bilnab / P4

DWalicki95 / Titanic_case_study-alghoritms-comparison-

hugohiraoka / Travel_Package_Purchase_Prediction

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

lucoliv23 / KC-Roasters-Classification-

niveditha093 / VisaApproval

prajwalp3 / Cardiovascular-Disease-prediction-using-Machine-learning-models

sean-atkinson / supervised_learning_models

SophiaRazzaq / Landslide-Insights-and-Prediction

Yalda-amadeh / Shatel-dataset