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Table 1 List of software tools (non-exhaustive) and their characteristics available for machine learning modeling

From: Machine learning in physical activity, sedentary, and sleep behavior research

Software tool

Open source

Drag-and-drop

Frameworks and libraries variety

Visualization variety

Python

Yes

No

High

High

R programming

Yes

No

High

High

Matlab

No

No

High

Medium

KNIME

Yes

Yes

Medium

Low

Weka

Yes

Yes

Low

Low

RapidMiner

No

Yes

Low

Low