Table 2: Training Dataset for Car Ownership Training dataset…

Table 2: Training Dataset for Car Ownership Training dataset for predicting car ownership from employment, insurance, and marital status. Instance Employed Insured Marital Status Car Ownership 1 Yes No Single Yes 2 Yes Yes Single No 3 No No Married Yes 4 No Yes Single Yes 5 Yes Yes Married No 6 No No Single No Review Table 2: Training Dataset for Car Ownership. Assume we want to use a decision tree to predict if a person owns a car or not. Using entropy as the measure of node impurity, what is the information gain if the split is done on the attribute of being employed?

A client with severe mental illness has stopped attending cl…

A client with severe mental illness has stopped attending clinic appointments and has been hospitalized three times during the past year. The client also has difficulty maintaining housing and managing medications. Which intervention would best support this client’s needs?

During an assessment, a client states, “I don’t have a menta…

During an assessment, a client states, “I don’t have a mental illness. My family put me here because they want to control me.” The client has stopped prescribed treatment several times because “there is nothing wrong with me.” Which finding is most supported by these data?