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EVRI-thing You Need to Know About Deploying Models with Model_Exporter

Jul 23, 2020

Translate chemometric models for regression, classification and MSPC into numerical recipes you can apply anywhere with Model_Exporter.

Here are the examples files used in the webinar and the slides.

Table of Contents

00:00 – Introduction

04:40 – Applying a Model

05:40 – Model_Exporter Introduction

07:43 – Methods and Outputs

13:20 – Example: PCA with Autoscale Preprocessing.

16:13 – Example: ARCH Data set

30:44 – Excluded Variables

34:19 – Python Format

36:41 – XML Format

40:55 – Model Exporter Interpreter

45:00 – Deployment Scenarios

53:35 – Some Metrics

56:55 – Updating Models

58:28 – Calibration Transfer

59:32 – Conclusion

1:00:14 – Comparing Solo_Predictor and Model_Exporter