Machine Learning

Powerful ML tools designed to be used by Geoscientists

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Patterns in the mind - Part 2

The second article in the “Art of Science” series, by Dan Cornford. This article extends the initial article which reviewed the notion of clustering and looks at some of the practical implications. IntroductionRecently we have added k-means clustering to p:IGI+, to supplement the data exploration capabilities of the software.

Dan Cornford

Managing Director​ & Data Scientist

Features

Predict values with quantified uncertainty

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Categorise data and evaluate models with interactive tools

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Group similar samples and build a range of models to compare

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Pre-process data with advanced options

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Benefits

Discover patterns in your data

Gain new insights using advanced machine learning techniques

Build useful models without coding

Use your data to learn models and store these in p:IGI

Understand model limits and uncertainty

Explore a range of models, and visualise the uncertainty in your predictions

Avoid overconfidence

Evaluate predictions critically with guided workflows and diagnostics

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