This git has examples of "T-Test" in Python:
- Paired T-Test
- (non-paired) T-Test
- Equivalence Paired T-Test
T-Tests are a scientifically accepted, rigorous way to assign statistical to experiments. For example:
- Show the performance of machine learning algorithm "X" is superior to machine learning algorithm "Y"
- Show that Version 2.0 of an algorithm produces results that are the same as Version 1.0 (very important in certain cases)
- Show that a sensor embedded in a robotic system performs at the same level as one in a (vendor-calibrated) bench environment.
References and Python code in the notebooks. Enjoy!