[PYTHON] Mitsuhiko "I can tell the criminal by introducing myself!"

prologue

Hello everyone. Today, I would like to introduce an epoch-making invention that helps me to solve the case. It's a system that collects the conversations of suspects before the incident and predicts the criminal and the victim! I'm still not sure about AI, but there's nothing impossible for the Boy Detectives!

Purpose

conditions

System overview

Implementation flow

I will briefly explain the procedure for creating a system.

result

The accuracy was close to 100% for the training data, but the accuracy for the new data was almost nonexistent.

As is often said, the hardest part of machine learning is collecting learning data. I want to do something like this! I think it is rare to get data immediately when I think about it, so I thought it was important to keep an antenna on the data on a regular basis.

bonus

It is the result of judging the lines of various characters. From left to right, it is the probability of [general victim victim criminal].

It almost depends on the probability of the general public or the victim. The probability of a criminal is as low as 6% at the highest, and maybe you are learning that flashy lines are not the criminal.

The highest probability of being a victim was Kira's "I will be the god of the new world!"

Conclusion

Light Yagami dies

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