QUESTION 1 (Classification model evaluation)
15 marks
Assume that two individuals offer to sell you their predictive models M. and M2. The
confusion matrices produced by each model are as follows.
Predicted Predicted
True
False
5
95
Actually
True
Actually
False
10
90
Performance of M.
Predicted Predicted
True False
85
15
Actually
True
Actually
False
95
5
Performance of M2
1. What is the accuracy of each model?
2. Assuming that precision is of paramount importance in your application, which of
the two models would you buy? Why?
3. Assuming that the cost of labeling as True something that is actually False far
exceeds the cost of labeling as False something that is actually True, which of the
two models would you buy? Why?

American gas products manufactures a device called a can-emitor that empties the contents of old aerosol cans in 2 to 3 seconds. this eliminates having to dispose of the cans as hazardous wastes. if a certain paint company can save $75,000 per year in waste disposal costs, how much could the company afford to spend now on the can-emitor if it wants to recover its investment in 3 years at an interest rate of 20% per year?

Choose the best term for each definitionexpense, liability, monetary asset, statement of financial position, tangible asset, net worth, market value, investment asset, income, assetitems of monetary value a person or household ownsmoney spentmoney receivedfinancial assets purchased with the hope that they will generate income and appreciate in value to make it possible to sell at a higher price in the futurea debt or obligation owed to othersthe amount you could realistically sell an asset forassets that can be quickly and easily converted into casha measure of financial wealth and indicates the monetary value of all possessions that a person or household owns, minus the total amounts owed to othersa financial statement that describes an individual or family's financial condition on a specified date by showing assets, liabilities, and net worthpersonal property that was purchased to create a lifestyle or improve your life

Jade international is a highly diversified global firm with headquarters in new jersey. it manufactures a variety of products ranging from home security systems to automotive components. jade's 100,000 employees work at facilities located in more than 60 countries around the world. jade frequently sends american managers overseas to manage the firm's foreign facilities. the hr department is considering the idea of redesigning jade's expatriate support services program.which of the following, if true, best supports jade's decision to provide assistance to trailing spouses in finding jobs overseas? a) jade puts great emphasis on promoting the role of women in global management.b) the majority of jade's expatriate managers have long-term international experience.c) jade has lost a significant chunk of its global cadre in the recent past owing to its failure to offer feasible options to address the dual-career couples dilemma.d) female managers at jade have reported discriminatory treatment while on overseas assignments.