kfold-cross-validation | Topic | Ecosyste.ms: Repos

Topic: "kfold-cross-validation"

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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vikrantarora25/Car-Price-Prediction-Highly-Comprehensive-Linear-Regression-Project-

A Linear Regression model to predict the car prices for the U.S market to help a new entrant understand important pricing variables in the U.S automobile industry. A highly comprehensive analysis with detailed explanation of all steps; data cleaning, exploration, visualization, feature selection, model building, evaluation & MLR assumptions validity.

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LorranSutter/PredictStock-SVM

ML model for stock trend prediction using Python

Language: Python - Size: 276 KB - Last synced at: 3 months ago - Pushed at: almost 5 years ago - Stars: 29 - Forks: 12

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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LaxmiChaudhary/Modeling-of-strength-of-high-performance-concrete-using-Machine-Learning

Language: Jupyter Notebook - Size: 1.56 MB - Last synced at: 10 months ago - Pushed at: over 5 years ago - Stars: 13 - Forks: 10

yu9824/kennard_stone

This is an algorithm for evenly partitioning.

Language: Python - Size: 10.3 MB - Last synced at: 20 days ago - Pushed at: 8 months ago - Stars: 11 - Forks: 0

ozlemkorpe/Machine-Learning-with-MATLAB

Machine Learning and Data Mining cheatsheet and example operations prepared in MATLAB

Language: MATLAB - Size: 134 KB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 8 - Forks: 3

Ashutosh27ind/PGDDS-Capstone-Project

Credit Card Fraud Detection Project

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ogunlao/foundations_of_ml

Machine Learning algorithms built from scratch for AMMI Machine Learning course

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imanirajian/Machine-Learning

Machine learning: Practical applications

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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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prakHr/NeuralNetworksAndFuzzyLogic

[College Course] - Course: BITS F312 Neural Network and Fuzzy Logic

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satishgunjal/House-Price-Prediction-Project

Contains all my data science projects.

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RoxyDiya/BABY-SIGN-LANGUAGE-RECOGNITION

A Baby Sign Live Recognition Model

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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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it21208/K-Fold-Cross-Validations-for-the-RFM-and-RFMTC-models

𝐈𝐦𝐩𝐥𝐞𝐦𝐞𝐧𝐭𝐚𝐭𝐢𝐨𝐧 𝐨𝐟 𝐭𝐡𝐞 𝐊 𝐅𝐨𝐥𝐝 𝐂𝐫𝐨𝐬𝐬 𝐕𝐚𝐥𝐢𝐝𝐚𝐭𝐢𝐨𝐧𝐬 𝐟𝐨𝐫 𝐭𝐡𝐞 𝐑𝐅𝐌 𝐚𝐧𝐝 𝐑𝐅𝐌𝐓𝐂 𝐩𝐫𝐞𝐝𝐢𝐜𝐭𝐢𝐯𝐞 𝐦𝐨𝐝𝐞𝐥𝐬 𝐮𝐬𝐢𝐧𝐠 𝐭𝐡𝐞 𝐁𝐥𝐨𝐨𝐝 𝐓𝐫𝐚𝐧𝐬𝐟𝐮𝐬𝐢𝐨𝐧 𝐝𝐚𝐭𝐚 𝐬𝐞𝐭 𝐚𝐧𝐝 𝐭𝐡𝐞 𝐂𝐃𝐍𝐎𝐖 𝐭𝐫𝐚𝐧𝐬𝐚𝐜𝐭𝐢𝐨𝐧𝐚𝐥 𝐝𝐚𝐭𝐚 𝐬𝐞𝐭 𝐢𝐧 𝐑.

Language: R - Size: 913 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0

nathanntg/lin-train

Linear Regression Feature Selection and Trainer

Language: Python - Size: 37.1 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 4

saadhaxxan/Optimizing-Hyperparameters-Using-Grid-Search

Optimizing-Hyperparameters-Using-Grid-Search-Deep-Learning

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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: over 2 years ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 3

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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StarlangSoftware/Sampling-Py

Data sampling library

Language: Python - Size: 75.2 KB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 3 - Forks: 0

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: 9 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

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: over 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

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: over 2 years ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 1

StarlangSoftware/Sampling

Data sampling library

Language: Java - Size: 207 KB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 2 - Forks: 0

cloud2010/dl-models

Collection of RNN GAN SNN CNN in Tensorflow

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StarlangSoftware/Sampling-CPP

Data sampling library

Language: C++ - Size: 188 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 1

alicevillar/student_admission_prediction

Predicting students admission with Logistic Regression, Decision Tree, SVM (SVC) and Random Forest

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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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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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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: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

MahalavanyaSriram/Natural-Language-Processing-with-Disaster-Tweets

Kaggle Competition - Natural Language Processing with Disaster Tweets

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hectoramirez/StockMarketPrices

Prediction of stock market time series

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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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saminens/Women-in-Data-Science-2020

WiDS Datathon 2020 on patient health through data from MIT’s GOSSIS (Global Open Source Severity of Illness Score) initiative.

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J4NN0/machine-learning-pca-svm

PCA applied on images and Naive Bayes Classifier to classify them. Validation, cross validation and grid search with multi class SVM

Language: Python - Size: 29.3 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1

Malayanil/Breast-Cancer-Prediction

A Python script that implements Machine Learning Algorithm to predict if a female is affected by Breast Cancer after considering a certain set of features. The credit of the Dataset goes to UCI Repository of ML.

Language: Python - Size: 1.52 MB - Last synced at: 2 months ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 3

semanurbilada/BIP_BAP

Biomedical Image Processing BAP (Scientific Research Project)

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mahnoorsheikh16/NLP-Approach-to-AI-Text-Classification Fork of andrew-jxhn/STT811_StatsProject

A text‐classification pipeline for identifying human‐ versus AI-generated responses using engineered linguistic/semantic features and PCA-reduced vectors; achieves ~85% accuracy with Logistic Regression, SVM, and MLP, and includes a fine-tuned bert-base-uncased model.

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mahnoorsheikh16/Sketchify-A-Quick-Draw-drawing-classifier

Implementation of a sketch‐recognition pipeline inspired by Google’s Quick, Draw!—from raw stroke data to prediction. Includes data preprocessing and feature‐engineering scripts, three Bayesian classifiers alongside Logistic Regression, SVM, K-NN and XGBoost baselines, and an RNN model.

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aayushhn123/Movie_Recommendation_System

Movie Recommendation System Project

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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.

Language: C - Size: 1.13 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

shahpranshu27/HandsOn_ML

This is GEM repo, as it has all the Hands-On ML notebooks

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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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kumar11jr/Machine_learning

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Priya-cse/Zindi-New-User-Engagement

New User Engagement

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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 2 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

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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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: over 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 4

CharlesVitry/Classification-Article-Le-Monde

Classification of articles from the newspaper "Le Monde" on R

Language: RMarkdown - Size: 20.3 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

MoinDalvs/Model_Validation_Techniques

1. train_test_split 2.K_fold 3.LeaveoneOut 4.Cross Validation Score 5.Logistic Regression

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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: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

SooyeonWon/predicting_default_risk

Supervised Learning and Classification Models

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charumakhijani/advanced-house-price-prediction

Language: Jupyter Notebook - Size: 1.66 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 1

nathanntg/lin-train-matlab

Linear Regression Feature Selection and Trainer

Language: Matlab - Size: 6.84 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

Turjo7/Bangla-Music-Mood

Bangla Music Mood Detect Pattern Lab Project

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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: almost 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

edoardore/AI_Project

Progetto di Intelligenza artificiale sugli alberi di decisione con valori mancanti.

Language: Python - Size: 282 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

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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prasidhinandwani/A-Lightweight-CNN-with-Squeeze-and-Excitation-Attention-for-Brain-Tumor-Classification

Brain tumor detection with attention module

Size: 3.64 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

rohankharche34/Solar-panel-performance-optimization

Stacked regression ensemble using sensor and environmental data to forecast solar panel efficiency.

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mri177/Vehicle-Curb-Weight-Prediction-using-Linear-Regressionon-Model

DS-M2

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akshatkhatri/Student_academic_prediction_model

this project was inspired by Chapter 2 of Aurélien Géron's Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow, where he performs detailed analysis on the Housing dataset. Motivated by that, I explored and applied similar machine learning techniques on the Student Habits and Academic Performance dataset to predict exam scores.

Language: Jupyter Notebook - Size: 7.35 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

cyber220/car-price-prediction

A machine learning-powered web application that predicts the price of used cars based on essential input features such as brand, model, year of purchase, fuel type, and kilometers driven. This project utilizes a Linear Regression model and provides a responsive web interface built with Flask.

Language: Jupyter Notebook - Size: 112 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

KasiMuthuveerappan/LoanTap-LogisticRegression

📔 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

Language: Python - Size: 52.7 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

StarlangSoftware/Sampling-CS

Data sampling library

Language: C# - Size: 55.7 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

kheisyaarr/skripsi

Sintaks yang digunakan pada skripsi yang berjudul Pemodelan Kerugian pada Asuransi Kendaraan Bermotor Menggunakan Generalized Linear Models dan Generalized Additive Models.

Language: R - Size: 29.3 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 869 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

StarlangSoftware/Sampling-Js

Data Sampling Library

Language: TypeScript - Size: 32.2 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

wjones2810/Data_Science_Portfolio

This is my portfolio for data science, supervised and unsupervised machine learning.

Size: 21.5 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 1

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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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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MarwaBrian/football_matches

Linear Regression Project to predict the total goals to be scored in a match

Language: Jupyter Notebook - Size: 2.27 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

TheMrityunjayPathak/MachineLearning

Machine Learning with Python

Language: Jupyter Notebook - Size: 709 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

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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Darius2527/LifeExpectancy-Regression

This regression model involves predicting the average life expectancy of a country's population using the dataset given.

Language: Jupyter Notebook - Size: 563 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

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 👗👚👖

Language: Jupyter Notebook - Size: 105 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

attilalr/plot-roc-curve-cv

Utility function to plot roc curves using k-fold cross-validation

Language: Jupyter Notebook - Size: 875 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

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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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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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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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.

Language: Jupyter Notebook - Size: 1.79 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

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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ChaitanyaK77/California-House-Price-Prediction

Language: Jupyter Notebook - Size: 467 KB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Ola76/bank_churn

Bank Customer Data for Customer Churn

Language: Jupyter Notebook - Size: 1.12 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - 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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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

Language: Jupyter Notebook - Size: 483 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 9.99 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0