model-selection-and-evaluation

There are 0 repository under model-selection-and-evaluation topic.

config-i1 / greybox
Regression model building and forecasting in R
forecasting model-selection model-selection-and-evaluation r-package regression regression-models statistics
Language:R 30
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 !
bagging boosting decision-trees hyperparameter-optimization hyperparameter-tuning lasso linear-regression logistic-regression machine-learning model-selection-and-evaluation random-forest ridge stacking svm voting
Language:Jupyter Notebook 2
masadshoaib / CipherCredit-Decoding-Creditworthiness-with-ML
End-to-end Predictive Analytics ML Project
data-science machine-learning mice-algorithm model-selection-and-evaluation predictive-modeling python
Language:Jupyter Notebook 2
martinlyngerasmussen / auto_regressor
Autoregressor: simple and robust time series model selection
model-selection model-selection-and-evaluation model-selection-pipeline regression-algorithms regression-models time-series-analysis time-series-econometrics
Language:Jupyter Notebook 1
Adi3042 / Data_Science
Data Science Assignment file
anomaly-detection big-data-processing classification clustering computer-vision data-cleaning-and-preprocessing data-visualization deep-learning dimensionality-reduction ensemble-learning exploratory-data-analysis feature-engineering machine-learning model-deployment natural-language-processing regression-analysis statistical-analysis time-series-analysis-and-forecasting model-selection-and-evaluation
Language:Jupyter Notebook 0
Avinash793 / time-series-analysis-examples
Detailed implementation of various time series analysis models and concepts on real datasets.
acf ar-model arima-model arma-model dickey-fuller-test forecasting-models garch-models hidden-markov-models model-diagnostics model-selection-and-evaluation pacf q-q-plot random-walk residuals time-series-analysis time-series-decomposition time-series-forecasting var-model volatility-modeling white-noise
Language:Jupyter Notebook 0
elifsare / HR-Attrition-Predictor
Predictive models identifying the major factors contributing to employee attrition and the state of attrition .
binary-classification feature-engineering model-selection-and-evaluation
Language:Jupyter Notebook 0
smart-cfa
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.
cfa confirmatory-factor-analysis data-screen estimation-methods lavaan model-comparison model-fitting model-selection-and-evaluation power-analysis structural-equation-modeling open-science
Language:TeX 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.
data-preprocessing exploratory-data-analysis feature-selection geospatial-analysis hypothesis-testing model-selection-and-evaluation time-series-analysis
Language:Jupyter Notebook 0
TomSeifert44 / mlb-wins-project
Using linear regression models to assess the most important aspects of winning baseball
baseball-analytics model-diagnostics model-selection-and-evaluation multiple-linear-regression
0
ayushrathore111 / ML_Analysis
Data Science 2023-24
deep-neural-networks feature-engineering hybrid-models machine-learning-algorithms model-selection-and-evaluation sensitivity-analysis dataanalysis datavisualization
Language:Python
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.
data-preprocessing data-splitting decision-tree feature-engineering gradient-boosting logistic-regression model-selection-and-evaluation neural-network random-forest sas-visual-analytics support-vector-machine cluster-analysis model-interpretation model-optimization data-driven-decisions
masadshoaib / Predictive-Modeling-and-Investment-Strategy-for-Loan-Defaults
End-to-end Predictive Analytics ML Project
machine-learning model-selection-and-evaluation predictive-modeling python
Language:Jupyter Notebook
NeerajNamani / 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.
data-transformation data-visualization exploratory-data-analysis linear-regression model-selection-and-evaluation statistical-correlation-analysis
Language:R