Bayes theorem - Samenvattingen, Aantekeningen en Examens

This 2 page (one piece of paper) cheatsheet gives a full overview of all of the theoretical datascience topics including classification approaches like Bayes Theorem. Please note that the preview page is blurred as this page makes half of the complete document, therefore including a bunch of valuable info.

Clinical Informatics correct answers Is the intersection between Information technology and Health Care. Sensitivity correct answers Given the patient has the disease what is the probability of a positive test. Is a characteristic of the test. Not impacted by prevalence SN = TP/TP+FN = True positive rate Minimizes the false negatives called *recall* in information theory called *frequency* in systems approach like INTERNIST-1 "Recall that I'm frequently sensitive" Specifi...

Summary of slides for the course Cognitive Psychology and its Applications

What are the Axioms of Probability correct answers 1. Probability between 0 and 1 2. Adds up to 1 3. Sum of Independent events by adding them What is the Sample Subspace correct answers Set out Outcomes What is an Event correct answers Subset of the sample space What is the Conditional Probability correct answers What is the Sum Rule correct answers P(A) = Sum P(A, B) What is Bayes Rule correct answers What is a Random Variable correct answers Function from sample space to ...

ALU 301 Question and answers correctly solved 2024 Heart "Clicks" - correct answer Most often associated with Mitral Valve Prolapse Sensitivity - correct answer A test's ability to perceive and measure amounts or differences, whether small or large. A sensitive medical test is one that will be able to give a positive result when a particular condition is present, even during early stages. Ex - EKG test. Specificity - correct answer A test's ability to identify exactly one unique ...

ALU 301 Chapter 6 Question and answers correctly solved 2024 Factors to evaluate for Cardiac testing - correct answer 1. How well the heart is functioning - left ventricular function, commonly measured as ejection fraction (EF). 2. How much heart muscle is damaged or at risk. 3. If there is a risk of sudden death. Sensitivity - correct answer A test's ability to perceive and measure amounts or differences, whether small or large. A sensitive medical test is one that will be able to giv...

Z-Score - ACCURATE ANSWERS Data points only. Measurement of a scores relationship to the mean. A statistical measure that indicates the number of standard deviations a data point is from its mean. Variance - ACCURATE ANSWERS How far a set of numbers are spread. Used for Data set. Hint Words = Risk, spread. Multiplication Rule - ACCURATE ANSWERS A method for finding the probability that both of two events occur. When the probabilities of multiple events are multiplied together to determine ...

What is a skolem constant? Ans: Used to remove existential quantifier from FOL to transform to propositional logic. C1. What is a definite clause? Give an example Ans: A clause with exactly one positive literal. Example: - NOT A or NOTB or C - C What is a Horn Clause? Is it CNF or DNF? Ans: Clause with at most 1 positive literal. Example: - NOT A or NOT B or C - NOT A or NOT B or NOT C CNF Which tree search strategy do we use for Backward Chaining to solve first order logic? Ans: ...

ALU 301 Chapter 6 Exam Questions With Complete Solutions Factors to evaluate for Cardiac testing 1. How well the heart is functioning - left ventricular function, commonly measured as ejection fraction (EF). 2. How much heart muscle is damaged or at risk. 3. If there is a risk of sudden death. Sensitivity A test's ability to perceive and measure amounts or differences, whether small or large. A sensitive medical test is one that will be able to give a positive result when a particula...

Z-Score - Answer Data points only. Measurement of a scores relationship to the mean. A statistical measure that indicates the number of standard deviations a data point is from its mean. Variance - Answer How far a set of numbers are spread. Used for Data set. Hint Words = Risk, spread. Multiplication Rule - Answer A method for finding the probability that both of two events occur. When the probabilities of multiple events are multiplied together to determine the likelihood of all of...