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GitHub topics: model-selection-and-evaluation

config-i1/greybox

Regression model building and forecasting in R

Language: R - Size: 4.43 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 31 - Forks: 7

Bharath-19/Sales-Prediction

End-to-end machine learning pipeline to predict daily sales for Rossmann stores using historical, promotional, and store metadata.

Language: Jupyter Notebook - Size: 7.99 MB - Last synced at: 16 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

AishwaryaGade02/Forecasting-Housing-Index-in-United-States-Using-Time-Series-Models

Time series analysis on the United States Housing Price Index data using ARIMA models

Language: R - Size: 1.06 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

stefanosGerschKoutsogiannis/Computational-Intelligence-Assignments

Assignments for the Computational Intelligence course, Department of Computer Science and Engineering, University of Ioannina.

Language: Jupyter Notebook - Size: 4.99 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Ansuman21/Logistic_Regression_Model_Evaluation_for_Predicting_Target_Variable

Data Science Project (Logistic Regression M7)

Language: Jupyter Notebook - Size: 1.76 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

Benjamin-compute/Surgical-Unit

This project uses patients' surgery data to derive/design the "most effective model" that will predict the survival of patients (in days) after undergoing a particular type of liver operation. Code was built in R.

Size: 254 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

lupusruber/RNMP_homework3

A Spark Streaming and Kafka-based project for processing health data in real-time. Includes a machine learning pipeline for predictions, Dockerized infrastructure, and scripts for data ingestion, model training, and streaming pipelines.

Language: Python - Size: 40 KB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

girish119628/CodSoft

Data Enthusiast | Predictive Modeler | Turning Insights into Strategies

Language: Jupyter Notebook - Size: 1.16 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

Alqama-svg/Credit_Card_Fraud

Credit Card fraud detection model using Machine Learning

Language: Jupyter Notebook - Size: 636 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

Adi3042/Data_Science

📊🚀 Explore the Data Science Universe! Unlock insights and master data skills with hands-on assignments spanning machine learning, visualization, and more. Your journey to becoming a data expert starts here! 🎯💡 DataScienceJourney

Language: Jupyter Notebook - Size: 4.63 MB - Last synced at: 4 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

vijayg15/Machine-Learning-project-with-MLflow-deployment

Bank Customer Churn Prediction with MLflow and MLOps

Language: Jupyter Notebook - Size: 137 KB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

ayushrathore111/ML_Analysis

Data Science 2023-24

Language: Python - Size: 5.31 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

phdpablo/smart-cfa

Solution in the form of a tutorial article wherein the key decisions made in conducting a CFA are validated through recent literature and presented within a dynamic document framework.

Language: TeX - Size: 9.12 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

itsneerajnamani/Plant_Ecosystem_Analysis

This repository contains the Plant Ecosystem Analysis project, utilizing R to investigate the relationship between native plant species richness and ecological factors within diverse geographical gradients.

Language: R - Size: 1.55 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Lefteris-Souflas/Propensity-To-Lapse-Model-Building-Exercise

Analyzed customer churn using transaction data. Built ML model to predict lapses. Dataset includes customer status, collection/redemption info, and program tenure. Delivered business presentation outlining modeling approach, findings, and churn reduction strategies.

Size: 1.67 MB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

sofia-rajan/Time-Series-Analysis

This GitHub repository hosts code for analyzing time series air pollution data in the United States. Utilizing a dataset from the U.S. EPA, the code conducts preprocessing, exploratory data analysis, feature selection, and model evaluation to uncover insights into air pollutant trends and correlations across various locations.

Language: Jupyter Notebook - Size: 17.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

martinlyngerasmussen/auto_regressor

Autoregressor: simple and robust time series model selection

Language: Jupyter Notebook - Size: 2.75 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

lamia-datalover/Machine_Learning_exercises-

This repository contains machine learning projects. The code for each project is provided, and the explanations can be found in the ReadMe.md file of each project !

Language: Jupyter Notebook - Size: 14.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

masadshoaib/Predictive-Modeling-and-Investment-Strategy-for-Loan-Defaults

End-to-end Predictive Analytics ML Project

Language: Jupyter Notebook - Size: 2.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

masadshoaib/CipherCredit-Decoding-Creditworthiness-with-ML

End-to-end Predictive Analytics ML Project

Language: Jupyter Notebook - Size: 1.84 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Avinash793/time-series-analysis-examples

Detailed implementation of various time series analysis models and concepts on real datasets.

Language: Jupyter Notebook - Size: 3.15 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

elifsare/HR-Attrition-Predictor

Predictive models identifying the major factors contributing to employee attrition and the state of attrition .

Language: Jupyter Notebook - Size: 8.68 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Related Keywords
model-selection-and-evaluation 22 exploratory-data-analysis 7 machine-learning 6 feature-engineering 6 predictive-modeling 4 logistic-regression 4 time-series-analysis 4 linear-regression 3 random-forest 3 python 3 data-visualization 3 data-science 3 model-selection 2 decision-trees 2 hyperparameter-tuning 2 regression-models 2 data-cleaning-and-preprocessing 2 cross-validation 2 data-preprocessing 2 time-series-forecasting 2 binary-classification 1 gradient-boosting 1 regression-algorithms 1 model-interpretation 1 model-selection-pipeline 1 model-optimization 1 neural-network 1 sas-visual-analytics 1 support-vector-machine 1 feature-selection 1 geospatial-analysis 1 hypothesis-testing 1 decision-tree 1 data-splitting 1 data-driven-decisions 1 cluster-analysis 1 statistical-correlation-analysis 1 data-transformation 1 structural-equation-modeling 1 power-analysis 1 open-science 1 model-fitting 1 model-comparison 1 lavaan 1 estimation-methods 1 anomaly-detection 1 white-noise 1 volatility-modeling 1 var-model 1 time-series-decomposition 1 residuals 1 random-walk 1 q-q-plot 1 pacf 1 model-diagnostics 1 hidden-markov-models 1 garch-models 1 forecasting-models 1 dickey-fuller-test 1 arma-model 1 arima-model 1 ar-model 1 acf 1 mice-algorithm 1 voting 1 svm 1 stacking 1 ridge 1 lasso 1 hyperparameter-optimization 1 boosting 1 bagging 1 time-series-econometrics 1 python3 1 data-handling 1 data 1 credit-card-fraud 1 analysis 1 spark-streaming 1 kafka 1 docker-compose 1 surgical-unit 1 model-building 1 roc-auc-score 1 modelcomparision 1 mlp-classifier 1 k-means-clustering 1 statistical-models 1 assumption-check 1 arima-forecasting 1 seaborn 1 pandas 1 one-hot-encoding 1 numpy 1 data-analysis 1 statistics 1 regression 1 r-package 1 forecasting 1 data-screen 1