The following data visualizations are based on the tachycardia prediction dataset from

Question $9($after the instances with missing TACHYCARDIA values have been re$-$

moved and all outliers have been handled$).$ Each visualization illustrates the rela$-$

tionship between a descriptive feature and the target feature, TACHYCARDIA and is

composed of three plots: a plot of the distribution of the descriptive feature values in

the full dataset, and plots showing the distribution of the descriptive feature values for

each level of the target. Discuss the relationships shown in each visualizations.

$($a$)$ The visualization below illustrates the relationship between the continuous feature

DIA. B$.$P$.$ and the target feature, TACHYCARDIA.

$($b$)$ The visualization below illustrates the relationship between the continuous HEIGHT

feature and the target feature TACHYCARDLA.

$($c$)$ The visualization below illustrates the relationship between the categorical feature

PREV. TACHY. and the target feature, TACHYCARDIA.