Paired T-Test & Cross Validation

#1
I understand how to calculate the paired t-test but how should things be done differently if you're using 10 fold cross-validation?

Also if I obtain the calculated t-value and compare it to the thing in the t-table, does it have to be greater or not equal... in order for me to reject the null hypothesis?

I'll be back,
Terminator