loan-status

There are 0 repository under loan-status topic.

• Fuenj / Prosper-Loan-Data-Analysis

  The objective of this work is to investigate factors affecting borrower rate and loan amount.

  udacitydataanalysisprosperloandatainterestratevisualizationplotmatplotlibviolinplotboxplotlineplotpointplotborrower-rateloan-statusprosper-ratingscollateralexplanatory-data-analysisexploratory-data-analysis
  Language:HTML 2

• avoro / Loan_Payout_Classification

  Use of machine learning classification algorithms to train on loan data.

  machine-learningloan-payout-classificationpython3graphloan-statusloans
  Language:Python 1

• shridhar1504 / Loan-Classification-Datascience-Project

  This project uses machine learning algorithms to predict the classification of loan status. The dataset is loaded and some transformation is done using SQL for getting a proper dataset with some valid informations.

  classificationdata-analysisdata-cleaningdata-sciencedata-visualizationedaloan-predictionloan-statusmachine-learningpredictive-modelingsqlsupervised-learning
  Language:Jupyter Notebook 1

• Balajimohan18 / Loan-Classification-Datascience-Project

  This project uses machine learning algorithms to predict the classification of loan status. The dataset is loaded and some transformation is done using SQL for getting a proper dataset with some valid informations.

  classificationdata-analysisdata-cleaningdata-sciencedata-visualizationloan-predictionloan-statusmachine-learningsqlsupervised-learning
  Language:Jupyter Notebook 0

• mujtabaali02 / loan_status_prediction

  Code of Loan Status Prediction Project, which we can use to detect the status of a loan. and this is an end-to-end project along with this deployed it on Heroku.

  end-to-end-machine-learningheroku-deploymentloan-statuslogistic-regressionmachine-learning-algorithms
  Language:Python 0

• janasatvika / Using-Feature-Selection-Methods-to-Optimize-Model-Performance-for-Predicting-Loan-Status

  This repository showcases efforts to improve the performance of classification models using diverse feature selection techniques. The case study revolves around predicting loan statuses.

  data-scienceloan-statusmachine-learningoptimization-algorithmsoptimization-methodsdecision-makingembedded-methodsfeature-importancefeature-selectionfilter-methodwrapper-method

• pranavtumkur / Predicting-Loan-Deferral-with-ANN-Hyperparamater-Optimization-and-Oversampling

  In this project, we build and train a model to predict if a customer will defer on a particular loan on an imbalanced dataset. We'll build a layered ANN for this and try to make our model better using Hyperparamater Optimization, before exploring Oversampling to make it more accurate.

  anndeep-learningdeep-neural-networksgridsearchcvhidden-layershyperparameter-optimizationimbalanced-dataloan-statusneuronsoversamplingrelu
  Language:Jupyter Notebook