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Question: Consider a classification problem with K classes for which the feature vector φ has M components each of which can take L discrete states. Let the values of the components be represented by a 1-of-L binary coding scheme. Further suppose that, conditioned on the class Ck, the M components of φ are independent, so that the class-conditional density factorizes with respect to the feature vector components. Show that the quantities ak given by (4.63), which appear in the argument to the softmax function describing the posterior class probabilities, are linear functions of the components of φ. Note that this represents an example of the naive Bayes model.
Describe at least three ways in which digitization has changed the manner in which society consumes information.
An orange grower in Florida faces a dilemma. Draw the decision tree and a two-way sensitivity plot for this problem. Would you make a recommendation to the farmer based on this result
The air is at 90 kPa and 50°C at the beginning of the compression process. The heat input is 1.5 kJ per cycle per cylinder. Accounting for the variation of specific heats of air with temperature, determine
what are the motivations for an organization to have a good supply chain management scm system? define scm in your own
"This is the true joy in life, being used for a purpose recognized by yourself as a mighty one, being thoroughly worn out before you are thrown on the scrap heap, being a force of nature instead of a feverish little clod of ailments and grievances..
Write at least several paragraphs addressing in a technical and non-superficial manner. Explain the role that physics or other scientific concepts play in the operation of your project
1. a company is confronting an energy efficiency problem in which they are experiencing a quite high loss of
Design a buck converter operating in the continuous conduction mode at a switching frequency of 100khz - Determine the transfer function of the combined filter
Task:To identify, research, and present (in both written and oral formats) a topic in engineering that is currently the focus of ongoing (within the past 5 years) research, investigation, and/or development The topic must come from the National Ac..
Choose a control system that has direct impact on your daily life. Explain how this control system affects your life. Is it analog, digital or both? Identify the main elements in the control system. For instance, what is the sensor, what is the ac..
29) Suppose that DS = 1000H, SS = 2000H, BP = 1000H, and D1 = 0100H. Determine the Memory address accessed by each of the following instructions, assuming real mode Operation:
We have produced a sensor for the outdoor environment in different place. sensor can get the gas sensors, temperature, and light three data to a computer or the web
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