Odds

$$ \text{Odds} = \frac{\text{Probability}(Y=1)}{\text{Probability}(Y=0)} $$

Accuracy

$$ \frac{\text{True Positive + True Negative }}{\text{Total number of observations}} $$

Precision

$$ \frac{\text{True Positive}}{\text{True Positive + False Positive}} $$

Recall

$$ \frac{\text{True Positive}}{\text{True Positive + False Negative}} $$