Frequency: This is the sum of certain numbers (0, 1, 2, and 3) from a table called "length of each gap". You're not pulling these numbers from a question, but from this specific table. Gap Length: The gap length goes up to 39. This is because the table (which was shortened or cropped by the RU-vidr) has a value of 38, so you count up to 39. Gap of 3: You can choose any gap length for your analysis, but smaller gaps (like 3) are better for this purpose
You are the best. Thank you! Awesome interpretation. To anyone confused, when we should be minimizing based on slope v intercept. Here are the reasons: • Minimization based on slope happens when the angle or steepness of the line needs adjustment to better fit the data. • Minimization based on intercept happens when the line is generally in the right direction but needs to be shifted up or down. In most real-world scenarios, both slope and intercept are optimized together during each iteration of gradient descent. The cost function depends on both parameters, and gradient descent adjusts both to achieve the best fit.
00:01 Concept learning is the foundation of machine and active learning 02:10 Concept learning involves identifying unique features and their binary values. 04:53 Concepts are uniquely defined by a set of binary-valued features 07:10 Concept learning involves reducing a large concept space to a smaller region. 09:35 Concept Learning and Attributes 12:09 Active learning involves checking if a sample is part of a concept or not. 14:25 Concept learning aims to find consistent hypotheses in the hypothesis space. 16:43 Concept learning involves reducing the hypothesis space and increasing specificity. Crafted by Merlin AI.
