IBM Journey to AI blog

APRIL 13, 2023

Building ML infrastructure and integrating ML models with the larger business are major bottlenecks to AI adoption [1,2,3]. IBM Db2 can help solve these problems with its built-in ML infrastructure. In this post, I will show how to develop, deploy, and use a decision tree model in a Db2 database.

Decision Trees 105

Decision Trees ML ML Database 105

AWS Machine Learning Blog

SEPTEMBER 10, 2024

As part of its goal to help people live longer, healthier lives, Genomics England is interested in facilitating more accurate identification of cancer subtypes and severity, using machine learning (ML). We provide insights on interpretability, robustness, and best practices of architecting complex ML workflows on AWS with Amazon SageMaker.

Supervised Learning 89

Supervised Learning Machine Learning Machine Learning AWS 89

Mlearning.ai

AUGUST 20, 2023

Decision Trees and Random Forests are scale-invariant. 2019) Data Science with Python. 2019) Applied Supervised Learning with Python. 2019) Python Machine Learning. Feature scaling ensures that each feature has an effect on a model’s prediction. References: Chopra, R., England, A. and Alaudeen, M. Packt Publishing.

Machine Learning 52

Machine Learning Machine Learning Algorithm Python 52

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. & Watcher, S. Blog Mahmood, A.

Machine Learning 52

Machine Learning Machine Learning AI AI 52

Mlearning.ai

FEBRUARY 6, 2023

There are plenty of techniques to help reduce overfitting in ML models. One such model could be Neural Prototype Trees [11], a model architecture that makes a decision tree off of “prototypes,” or interpretable representations of patterns in data. Attention is not not Explanation (2019). Weigreffe, Y. Serrano, N.

AI 52

AI AI Decision Trees Natural Language Processing 52