GitHub topics: kfold-cross-validation
semanurbilada/BIP_BAP
Biomedical Image Processing BAP (Scientific Research Project)
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aayushhn123/Movie_Recommendation_System_With-Dataset-Analysis-and-Regressions
Movie Recommendation System Project
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KasiMuthuveerappan/LoanTap-LogisticRegression
๐ This repository delves into Logistic Regression for loan approval prediction at LoanTap. It covers data preprocessing, model development, evaluation metrics, and strategic business recommendations. Explore model optimization techniques such as confusion matrix, precision, recall, Roc curve and F1 score to effectively mitigate default risks.
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StarlangSoftware/Sampling-Cy
Data sampling library
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imanirajian/Machine-Learning
Machine learning: Practical applications
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StarlangSoftware/Sampling
Data sampling library
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Lakshay-a/Alzheimer-diagnosis-using-CNN
An advanced deep learning tool for Alzheimer's disease diagnosis using a CNN with transfer learning from DenseNet-121 pre-trained on RadImageNet, achieving a test accuracy of 95.13%. It features a user-friendly interface for uploading MRI scans and provides immediate classification into AD, MCI, or CN stages.
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cloud2010/dl-models
Collection of RNN GAN SNN CNN in Tensorflow
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StarlangSoftware/Sampling-CS
Data sampling library
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berksudan/Credit-Approval-Tool
Classified and clustered bank clients with respect to their user profile and decided if they should get credit. KNN & KMeans algorithms, K-Fold developed in C without libraries.
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kheisyaarr/skripsi
Sintaks yang digunakan pada skripsi yang berjudul Pemodelan Kerugian pada Asuransi Kendaraan Bermotor Menggunakan Generalized Linear Models dan Generalized Additive Models.
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imeshaB/BreastCancerDeepLearningModel
Breast Cancer Image Classification Using Deep Learning and Explainable AI. This project focuses on binary classification of breast cancer images as malignant or benign using deep learning techniques, integrated with XAI. Addressing challenges like dataset generalizability and model transparency, the work follows the CRISP-DM framework.
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StarlangSoftware/Sampling-Js
Data Sampling Library
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StarlangSoftware/Sampling-CPP
Data sampling library
Language: C++ - Size: 188 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 1

StarlangSoftware/Sampling-Py
Data sampling library
Language: Python - Size: 75.2 KB - Last synced at: about 23 hours ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0

wjones2810/Data_Science_Portfolio
This is my portfolio for data science, supervised and unsupervised machine learning.
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LorranSutter/PredictStock-SVM
ML model for stock trend prediction using Python
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drkbluescience/WiDS2024_Challenge2_MetastaticDiagnosisRegression
This notebook presents an exploratory data analysis (EDA) and regression modeling approach for the WiDS Datathon 2024 Challenge #2.
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shahpranshu27/HandsOn_ML
This is GEM repo, as it has all the Hands-On ML notebooks
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pb319/California_House-Price-Prediction
This is going to be my first end to end ML project implementation covering all required stages taking guidence from book called "Hands On Machine Learning".
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vtramo/neural-networks-experiments-from-scratch
The objective of this repository is to provide a learning and experimentation environment to better understand the details and fundamental concepts of neural networks by building neural networks from scratch.
Language: Python - Size: 12.2 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

MarwaBrian/football_matches
Linear Regression Project to predict the total goals to be scored in a match
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LaxmiChaudhary/Modeling-of-strength-of-high-performance-concrete-using-Machine-Learning
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TheMrityunjayPathak/MachineLearning
Machine Learning with Python
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shimazahabi/Rayan-AI-Course
RAYAN AI international competition training course : Homeworks and Projects
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melodiw82/Rayan_AI
Vault of variety of topics taught for Rayan Contest
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Elbig-exe/Machine-Learning-Project
Artificial intelligence model that detects intrusions in a network by analyzing TCP / IP packets by machine learning algorithms
Language: Python - Size: 1.01 MB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

RoxyDiya/BABY-SIGN-LANGUAGE-RECOGNITION
A Baby Sign Live Recognition Model
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ozlemkorpe/Machine-Learning-with-MATLAB
Machine Learning and Data Mining cheatsheet and example operations prepared in MATLAB
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Darius2527/LifeExpectancy-Regression
This regression model involves predicting the average life expectancy of a country's population using the dataset given.
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farzeennimran/Fashion-MNIST-Dataset-Classification-using-Neural-Network
Implementation of a Multi-layer Perceptron classifier with hyperparameter tuning and k-fold cross-validation employing GridSearchCV for classifying images on the Fashion MNIST dataset ๐๐๐
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Perceval-Wilhelm/Predicting-high-risk-of-death-patients-due-to-COVID-19-using-classification-algorithms
Predicting high risk of death patients due to COVID-19 using classification algorithms
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pratikwatwani/Breast-cancer-detection
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Costopoulos/Machine-Learning-Business-Analytics
Machine Learning App in R for predicting whether a newly released movie will be a hit or a flop. Practically useful for streaming services and cinemas.
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brainhack-school2020/abide-fmri
Repository for the Brainhack School 2020 team working with fMRI and ABIDE data to train machine learning models.
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Ashutosh27ind/crossValidationwithLinearRegression
This notebook demonstrates how to do cross-validation (CV) with linear regression as an example (it is heavily used in almost all modelling techniques such as decision trees, SVM etc.). We will mainly use sklearn to do cross-validation.
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ogunlao/foundations_of_ml
Machine Learning algorithms built from scratch for AMMI Machine Learning course
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sukhmani1303/flight-price-prediction
A Streamlit ML app for flight price prediction. This one project involves concepts like EDA, Linear, Lasso & Ridge Regression, Kfold, Hyper Parameter Tuning & GridSearchCV. I am constantly building a rich repository of all the information I have on a particular topic as part of my machine learning practice. Very Helpful for ML beginners.
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Ashutosh27ind/PGDDS-Capstone-Project
Credit Card Fraud Detection Project
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yu9824/kennard_stone
This is an algorithm for evenly partitioning.
Language: Python - Size: 4.4 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 0

attilalr/plot-roc-curve-cv
Utility function to plot roc curves using k-fold cross-validation
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AryaKoureshi/EEG-Signal-Classification-using-CSP-Features
This repository contains a Python implementation for solving a two-class classification problem using CSP features extracted from EEG data. The classification task involves discriminating between mental tasks, specifically imagining foot movement and performing mental discrimination.
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prakHr/NeuralNetworksAndFuzzyLogic
[College Course] - Course: BITS F312 Neural Network and Fuzzy Logic
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Alireza-Gharavi/CIFAR-10-Classification
Implementing an ANN using PyTorch (under 800,000 parameters) to achieve +92% accuracy in under 100 epochs.
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arasgungore/multiclass-classification-using-ensemble-learning
Two ensemble models made from ensembles of LightGBM and CNN for a multiclass classification problem.
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mishika12/Predicting_Life_Expectancy-Regression
Analyzing and predicting life expectancy of a country based on multiple factors using multiple regression techniques
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bhaveshk22/Predicting-Comprehensive-Strength-of-Concrete
This repository contains a Machine Learning model that predicts the comprehensive strength of concrete
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Brandon-Martinez27/advanced-topics
This repo contains exercises for advanced topics like Cross Validation
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abhijeetaman007/DMPA-Project
Handwritten digit recognition using Convolution Neural Network(CNN).
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sadhave2511/Titanic_Kaggle
Employed hyper-parameter tuning (Gridsearch CV) and ensemble methods (Voting Classifier) to combine the results of the best models. Data Cleaning and Exploration using Pandas. Stratified Cross Validation to model and validate the training data
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kumar11jr/Machine_learning
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SitiAminatus/Prediction_Student-Performance-by-Kaggle
Predict math score using these features gender, race/ethnicity, parental level of education, lunch, test preparation course, reading score, writing score.
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ChaitanyaK77/California-House-Price-Prediction
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zill879/Video-Game_Sales_Analysis
Applying a EDA and applying Machine Learning Algorithms to predict the Global Sales Rating for Video Games
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Ola76/bank_churn
Bank Customer Data for Customer Churn
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rohit-keswani/Human-Activity-Recognition-Using-Accelerometer-Data
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beatabb/Matrix_DW
na podstawie kursu "Matrix - poznaj reguลy gry", stworzonego przez DataWorkshop
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CiccioTecchio/SQM-MQS
This is a universitary project for the exam of software quality and metrics
Language: R - Size: 41 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

GunturWibawa/GoldPredictionZyfra
As a Data Scientist at Zyfra Company, I developed a predictive model to estimate gold extractable from ore. Using data on extraction and purification, I trained the model to enhance the efficiency of the production process.
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liliansteven/Breast-Cancer-Diagnosis-KFold-and-RF-with-96-accuracy
Welcome to my second DS project also my first notebook on kaggle. In this notebook, I explore the Breast Cancer dataset and develop an RF model to try classifying suspected cells as Benign or Malignant. after using K-fold cross-validation with logistic regression, RF, SVM, and KNN to check the best model for my dataset.
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pramodiperera/ML
Sample programs with basic machine learning concepts
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Priya-cse/Zindi-New-User-Engagement
New User Engagement
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efsiatras/breast-cancer-classification-evaluation
Breast cancer classification and evaluation of classifiers using k-fold Cross-Validation
Language: MATLAB - Size: 13.7 KB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1

iamkirankumaryadav/Applied-Machine-Learning
Applied Machine Learning ( End to End ) Classification Models
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prernasingh05/CodeClause_Loan_prediction
The Loan Prediction project aims to determine whether a loan should be approved or rejected by considering various factors.
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Joshuaabeter/Restaurant_Quality_Assessment_Analysis_and_Prediction
Eateries quality assessment analysis and prediction with Sklearn. It involved analyzing eateries' quality assessment dataset and predicting the quality assessment result
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eogbemi/Bank_Churn
Bank Churn
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alicevillar/student_admission_prediction
Predicting students admission with Logistic Regression, Decision Tree, SVM (SVC) and Random Forest
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MahalavanyaSriram/Natural-Language-Processing-with-Disaster-Tweets
Kaggle Competition - Natural Language Processing with Disaster Tweets
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CharlesVitry/Classification-Article-Le-Monde
Classification of articles from the newspaper "Le Monde" on R
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satishgunjal/House-Price-Prediction-Project
Contains all my data science projects.
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tanvirtin/mnist-ann
An Artificial Neural Network with weight decay created using python using the Numpy library which can read handwritten digits. Uses K-Folds cross validation for training the Neural Network.
Language: Python - Size: 11 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 3 - Forks: 1

grvnair/Bangalore_Housing_Prices
Developed a Machine Learning model to predict the house prices on Bangalore Housing Prices Dataset.
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sourcecode369/ml-algorithms-on-scikit-and-keras
Implementation scripts of Machine Learning algorithms on Scikit-learn and Keras for complete novice..
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rudrajit1729/Machine-Learning-Codes-And-Templates
Codes and templates for ML algorithms created, modified and optimized in Python and R.
Language: Python - Size: 21 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 3

kpsijil2/Cement-Manufacturing
Predicting cement strength
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ritikaradhakrishnan/SVMandLogisticRegression-MNIST
CIS 563 Introduction to Data Science's final Project : Support Vector Machines and Logistic Regression - Classification models are compared along with testing done on real time data.
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Usaid-Bin-Rehan/Classify_Song_Genre
DT Logistic KFold
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arukemre/Natural_Language-Processing-with-Pytorch-KFold-Optuna
Predicting which Tweets are about real disasters and which ones are not
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arukemre/Xgboost-ile-Enerji-tuketimi-Time-Series-Analizi
Time Series Analysis with Python towards Machine learning
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alicevillar/titanic-kaggle
Titanic rescue prediction using Decision Tree, SVM, Logistic Regression, Random Forest and KNN. The best accuracy score was from Random Forest: 84.35%
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V0xP0p/GroupSplit
GroupSplit is a module to help split datasets into train and test sets for data science and machine learning projects.
Language: Python - Size: 2.93 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

ugurcanerdogan/KNN-Classification-Regression
BBM409 Machine Learning Laboratory - Assignment 1 : KNN Classification and KNN Regression using k-Fold cross validation (OOP design for classifiers)
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SooyeonWon/predicting_default_risk
Supervised Learning and Classification Models
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cedoula/Austin_Driver_Score_Predictor
Used Python Scikit-Learn to analyze Austin car crash data from 2018 to 2020 and created an interactive dashboard using a Random Forest Classifier algorithm to calculate a driver score from user features.
Language: Python - Size: 26.6 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 4

LiadzZ/Anime-Machine-Learning-Recommendation-System
Collaborative filtering, word Embedding dense vector representation - NeuralNetwork regression model and K-Fold Evaluation.
Language: Python - Size: 16.6 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

NadimSalameh/Real-Estate-Price-Prediction-Website
Build a model using Linear Regression for Banglore Home Prices dataset, then write a python flask server that uses the saved model to serve http requests, then deploy the app to the Cloud(AWS EC2)
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ugurcanerdogan/Cross-Validation-with-Imbalanced-Dataset
BBM467*SDSP - Small Data Science Project - Things to consider in cross validation and resampling when dealing with Imbalanced Data : What is the right way?
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MoinDalvs/Model_Validation_Techniques
1. train_test_split 2.K_fold 3.LeaveoneOut 4.Cross Validation Score 5.Logistic Regression
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sudhan-bhattarai/Machine_Learning_01Classification_scikit-learn
Comparing Logistic regression, Support vector machine, Decision tree, Random forest and Gradient Boosting models for binary classification ML problem using scikit-learn.
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HenyerM/Predicting-House-Sell-Price
In this project we will work with housing data for the city of Ames, Iowa, United States from 2006 to 2010. You can read more about why the data was collected here (https://doi.org/10.1080/10691898.2011.11889627). You can also read about the different columns in the data here (https://www.tandfonline.com/doi/abs/10.1080/10691898.2011.11889627).
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vesran/Human-Activity-Recognition
An activity recognizer using a neural network implemented from scratch
Language: Java - Size: 11.7 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

rrfsantos/Projeto-Redes-Neurais-OCT-Images
BI Master - Automated methods to detect and classify human diseases from medical images. Convolutional Neural Network, Data Augmentation, Transfer Learning, Tensorflow, Keras, Xception, ImageNet, StratifiedKFold.
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h4harsimran/Price_prediction
My submission to Housing price prediction competition on kaggle using XGBoost, Custom encoding, Kfold validation, Feature importance
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hectoramirez/StockMarketPrices
Prediction of stock market time series
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saadhaxxan/Optimizing-Hyperparameters-Using-Grid-Search
Optimizing-Hyperparameters-Using-Grid-Search-Deep-Learning
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kuntala-c/Loan-Status-Prediction
Based on the EDA of customer information available, the loan eligibility has to be predicted.
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mrzaizai2k/COVID-19-Cough-Classification-phase-1-
This project was made for classifying Covid and non-covid patients through cough sound. This is a non-invasive, inexpensive, and easy method so we can use that as the first filter
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HeitorGabriel/reamostragem
Treino de reamostragem para validaรงรฃo no Tidymodels. k-Fold, Monte Carlo e Bootstrap.
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GyaneshSamanta/Would-you-survive-on-the-Titanic
A model to predict survival rate on the Titanic
Language: Jupyter Notebook - Size: 85.9 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
