Topic: Model Selection & Validation

You need to select a model with a runtime better than $1$ min, and an AUC better than $0\mathrm{.}98.$ Which of the six models below would considered the best option in terms of both performance and runtime? $($Select one$)$

A$.$

Na$$ve Bayes

B$.$

Generalized Linear Model

C$.$

Logistic Regression

D$.$

Fast Large Margin

E$.$

Decision Tree

F$.$

Support Vector Machine