Do you think I should just stop going?

I have a professor who creeps me out badly. I talked to a counselor if I could possibly switch to a different professor, but she said no because it's already late in the year. My professor always asks me to stay after class, and I constantly feel uncomfortable. Btw...I didn't mention the true reason why I wanted to switch teachers to the counselor. It doesn't help that my professor is highly commended by his fellow faculty members. It's gotten so bad that I dread going to class. And I still have another three months to go. Perhaps I'm being overly sensitive and I should get a thick skin, but I can't help it.

Should I just bare it or just stop attending.....I can't even believe I'm in this situation.

What should I do??? Thank you for any advice :)