Hyperparameter tuning and pipeline optimization via grid search method and tree-based autoML in breast cancer prediction
Automated machine learning (AutoML) has been recognized as a powerful tool to build a system that automates the design and optimizes the model selection machine learning (ML) pipelines. In this study, we present a tree-based pipeline optimization tool (TPOT) as a method for determining ML models wit...
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI
2021
|
| Series: | Journal of Personalized Medicine
|
| Subjects: | |
| Online Access: | View Fulltext in Publisher View in Scopus |
Search Result 1