2020, Decision Trees and ML - Data Science Current

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2020

Decision Trees

Create and fine-tune sentence transformers for enhanced classification accuracy

AWS Machine Learning Blog

OCTOBER 30, 2024

Solution overview In this post, we demonstrate how to fine-tune a sentence transformer with Amazon product data and how to use the resulting sentence transformer to improve classification accuracy of product categories using an XGBoost decision tree. Kara is passionate about innovation and continuous learning.

Machine Learning

Machine Learning Machine Learning AWS Data Scientist

Explainability in AI and Machine Learning Systems: An Overview

Heartbeat

SEPTEMBER 13, 2023

The " Decision Tree " is a popular example of the rule-based model that offers interpretable insights into how the model arrives at its decisions. Decision trees can be trained and visualized in rule-based explanations to reveal the underlying decision logic. Blog Mahmood, A. O'Sullivan, C.

Machine Learning

Machine Learning Machine Learning AI AI

Create and fine-tune sentence transformers for enhanced classification accuracy

Explainability in AI and Machine Learning Systems: An Overview

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