Sentence examples similar to machine learning based data analysis from inspiring English sources

This book presents the latest techniques for machine learning based data analytics on IoT edge devices.

We created a machine learning based image analysis pipeline to identify single-cell outlines from 3D image stacks.

Machine learning based methods are data-driven approaches that can support discovery and exploitation of statistical patterns from large quantities of data.

Here, we focused on using the structured data to build predictive models using machine learning based methods.

An alternative approach is machine learning based methods, which are based on binary classification (prediction) and treat cases as positives and controls as negatives in SNP data.

These machine learning based methods have achieved promising predictive performances.

We present an alternative, semi-automated approach, the structural topic model (STM) (Roberts, Stewart, and Airoldi 2013; Roberts et al. 2013), that draws on recent developments in machine learning based analysis of textual data.

Our comprehensive machine learning based analysis discovered new signatures of SEs and ranked them based on their predictive importance.

Supervised learning is a type of machine learning based on training data, which consists of pairs of input objects, and desired outputs.

This of course highlights one of the key weaknesses of all machine learning based systems: lack of training data.

Rapids is based on Python, Buck noted; it has interfaces that are similar to Pandas and Scikit, two very popular machine learning and data analysis libraries, and it's based on Apache Arrow for in-memory database processing.