From Concept to Market: Ensemble Predictive Model for Research Project Crowdfunding Readiness

From Concept to Market: Ensemble Predictive Model for Research Project Crowdfunding Readiness

This study introduces an ensemble model that integrates random forest, gradient boosting, and logistic regression to predict the success of crowdfunding campaigns. Our research develops a novel set of metrics that assess the developmental stage of research projects, facilitating the transition from...

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Bibliographic Details
Main Authors: Andreea Cristina Ionica, Stanislav Cseminschi, Monica Leba
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Systems
Subjects:
predictive analytics
campaign optimization
classification algorithms
model evaluation
Online Access:https://www.mdpi.com/2079-8954/12/12/535
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