10. The following data visualizations are based on the tachycardia prediction dataset from Question 9 (after the instances with missing TACHYCARDIA values have been removed and all outliers have been handled). Each visualization illustrates the relationship 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 TACHYCARDIA.

c. The visualization below illustrates the relationship between the categorical feature PREV. TACHY. and the target feature, TACHYCARDIA.

Danaty 000 100 900 200 004 100 120 40 160 Donsty 200 0.00 0.00 100 Tachycardia false 60 BO 120 Dia. B.P 150 Donsly 0.02 0.00 0.00 0.01 900 Tachycardia true 60 80 120 Dia BP