The Stop button is used to terminate algorithms, but it only functions if the module's programmer has implemented the stop-logic in the C++ code, especially within long-computing loops.
An explanation and example code for the implementation of the Stop button can be found in the MLGuide, chapter “Testing For Interruptions During Calculations”.
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