Ciphix is a Rotterdam-based IT implementation company dedicated to&nbsp;helping organizations unlock human potential&nbsp;through smarter business process automation. With an integrated approach to RPA and Machine Learning, we’re able to offer our clients – including global brands and government organizations –&nbsp;uniquely robust solutions&nbsp;to their business challenges.

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RPA Solution Architect

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The activity uses a SVM and sorts the data in classes. This will essentially draw a line between the two generated classes of data making sure that the line provides the biggest “separation” between those two classes.The line drawn by the SVM is then used by the activity to make a one point ahead forecast. See the image attached.

This is a custom activity that estimates a model for a discrete variable using a Support Vector Machine (SVM). 

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Ciphix - Linear SVM

Ciphix - Linear SVM