Philosophy of artificial intelligence
Equalized odds, also referred to as conditional procedure accuracy equality and disparate mistreatment, is a measure of fairness in machine learning. A classifier satisfies this definition if the subjects in the protected and unprotected groups have equal true positive rate and equal false positive rate, satisfying the formula: For example, could be gender, race, and other characteristics that we want to be free of bias, while would be whether the person is qualified for the degree, and the output would be the school's decision whether to offer the person to study for the degree. In this context, higher university enrollment rates of African Americans compared to whites with similar test scores may also fulfill the condition of Equalized odds. Originally, the concept is defined for binary class. In 2017 Woodworth et al. generalized the concept further for multiple classes. (Wikipedia).
This video explains how to determine the probability of an outcome given the odds of an outcome. http://mathispower4u.com
From playlist Probability
Ex: Determine Probability Given Odds
This video explains how to determine probability given odds.
From playlist Probability
Odds Ratios and Log(Odds Ratios), Clearly Explained!!!
Odds Ratios and Log(Odds Ratios) are like R-Squared - they describe a relationship between two things. And just like R-Squared, you need to determine if this relationship is statistically significant. This StatQuest goes over all these details so that you are ready for any odds ratio and l
From playlist StatQuest
Odds of a Roll when Rolling a Single Die
This video explains how to determine odds in favor and odds against a specific die roll. http://mathispower4u.com
From playlist Probability
Computing z-scores(standard scores) and comparing them
Please Subscribe here, thank you!!! https://goo.gl/JQ8Nys Computing z-scores(standard scores) and comparing them
From playlist Statistics
Fractions, Percentages & Decimals (2 of 3: Limitations of Fractions & Introduction to Percentages)
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From playlist Fractions, Decimals and Percentages
Which tips and tricks actually work according to probability laws? I discuss the three tips that work to increase your odds of winning the lottery, plus several that do not.
From playlist Contests and Sweepstakes odds
This video provides an introductory lesson with several examples for odds. http://mathispower4u.com
From playlist Probability
Normal Distribution: Find Probability Using With Z-scores Using Tables
This lesson explains how to use tables to determine the probability a data value will have a z-score more than or less and a given z-score. It also shows how to determine the probability between two z-scores. Site: http://mathispower4u.com
From playlist The Normal Distribution
What primes make each of these integers?
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From playlist Viewer suggestions.
Mathematical Induction Proof: The Product of m Odd Integers is Odd
Mathematical Induction Proof: The Product of m Odd Integers is Odd If you enjoyed this video please consider liking, sharing, and subscribing. Udemy Courses Via My Website: https://mathsorcerer.com My FaceBook Page: https://www.facebook.com/themathsorcerer There are several ways that
From playlist Principle of Mathematical Induction
Even, Odd, or Neither Functions The Easy Way! - Graphs & Algebraically, Properties & Symmetry
This algebra 2 and precalculus video tutorial explains how to determine whether a function f is even, odd, or neither algebraically and using graphs. This video contains plenty of examples and practice problems using variables and constants. First, plug in -x into the equation and see if
From playlist New Calculus Video Playlist
Lecture 10.2 Half-range expansions
When we have a function that is not periodic, we can make it periodic by repeating it again and again. If we do this in way that gives the resulting function an even or odd symmetry, then the Fourier series for the function will be made up of only cosines or sines.
From playlist MATH2018 Engineering Mathematics 2D
Gradient Boost Part 4 (of 4): Classification Details
At last, part 4 in our series of videos on Gradient Boost. This time we dive deep into the details of how it is used for classification, going through algorithm, and the math behind it, one step at a time. Specifically, we derive the loss function from the log(likelihood) of the data and w
From playlist StatQuest
Lecture 9.1 Periodic functions
Periodic functions are functions that repeat themselves at regular intervals. In this lecture, we discuss the properties of periodic functions.
From playlist MATH2018 Engineering Mathematics 2D
[Discrete Mathematics] Midterm 2 Solutions
LINK TO THE MIDTERM: http://bit.ly/1EeD3L6 Visit our website: http://bit.ly/1zBPlvm Subscribe on YouTube: http://bit.ly/1vWiRxW *--Playlists--* Discrete Mathematics 1: https://www.youtube.com/playlist?list=PLDDGPdw7e6Ag1EIznZ-m-qXu4XX3A0cIz Discrete Mathematics 2: https://www.youtube.com
From playlist Discrete Math 1
Free ebook http://tinyurl.com/EngMathYT A tutorial on Fourier series and how to calculate them. Plenty of examples are discussed to illustrate the ideas.
From playlist Engineering Mathematics
Inequalities with Rational Functions (Precalculus - College Algebra 47)
Support: https://www.patreon.com/ProfessorLeonard Professor Leonard Merch: https://professor-leonard.myshopify.com How to determine the interval of the solution set for inequalities with rational functions. Focus will be on using multiplicity of x-intercepts and vertical asymptotes to dete
From playlist Precalculus - College Algebra/Trigonometry
Using a set of points to determine if two triangles are similar to each other
👉 Learn how to determine whether two triangles are similar given the coordinate points of the vertices of the triangle. Two triangles are said to be equal when the corresponding angles of the triangles are congruent (equal) or when the corresponding side lengths are proportional. When give
From playlist Similar Triangles