Determine which is the best approach (out of three: a-c) for problems 1–7.a. Supervised learningb. Unsupervised clusteringc. SQL‐based data queryWhat is the average weekly salary of all female employees under 40 years of age? (a | b | c)Develop a profile for credit card customers likely to carry an average monthly balance of more than $1000.00. (a | b | c)Determine the characteristics of a successful used car salesperson. (a | b | c)What attribute similarities group customers holding one or several insurance policies? (a | b | c)Do meaningful attribute relationships exist in a database containing information about credit card customers? (a | b | c)Do single men play more golf than married men? (a | b | c)Determine whether a credit card transaction is valid or fraudulent. (a | b | c)

Adaptive system management is

Bayesian classifiers is

Data independence means

What is predictive modeling in data mining?

The task of inferring a model from unlabeled training data is called

What does SVM stand for in machine learning?

What is the primary difference between supervised and unsupervised learning?

The process of identifying and correcting errors in data is called:

Binary attribute are