Machine learning midterm - Study guides, Class notes & Summaries

For each lecture, this document contains all the information I have collected (including drawings and cuts from the slides) for the mid-term of Machine Learning 2.

CS434 Machine Learning and Data Mining Midterm

CS434 Machine Learning and Data Mining Midterm

What occurs if our model makes no assumptions? - correct answer-No learning occurs! How many possible mappings exist for a binary vector of length d mapping to a binary output? - correct answer-2^(2^(d)) possible mappings What if we have n data points? - correct answer-Still 2^(2(^(d) - n) -- SO many! What assumption do we make for kNN? - correct answer-(i) Label changes smoothly as features change in local regions; (ii) Each feature affects the output independently What assumption do w...

CS434 Machine Learning and Data Mining Midterm

CS434 Machine Learning and Data Mining Midterm

Types of Machine Learning correct answers Supervised - Goal: Prediction Unsupervised - Goal: Discovery Reinforcement Supervised Learning correct answers - Learns how to predict output from a given input - two types of prediction - classification - discrete outputs - regression - continuous outputs recipe for supervised machine learning correct answers pattern matching + generalization Unsupervised Learning correct answers - Find interesting patterns in data - no tr...

Midterm Exam: COGSCI C100 Guide(Latest 2024/ 2025 Update) Questions and Verified Answers| 100% Correct| Grade A Q: machine learning Answer: the extraction of knowledge from data based on algorithms created from training data Q: SQ3R Method Answer: Survey, Question, Read, Recite, Review Q: frontal lobe Answer: speaking, muscle movements, making plans and judgements Q: parietal lobes Answer: include the sensory cortex Q: occipital lobes A...

Package Title: Chapter 3, Testbank Course Title: Kring, Abnormal Psych 14e Chapter Number: 3 Question Type: Multiple Choice 1. Having a correct diagnosis for Aaron from the clinical case will help clinicians to a) Give Aaron an IQ test b) Describe base rates, causes and treatments. c) Identify what kind of insurance coverage Aaron has. d) Know if other members of Aaron’s family have the same psychological disorder Answer: b Section Reference: Cornerstones of Diagnosis a...

How would you define Machine Learning? correct answers The field of study that gives computers the ability to learn without being explicitly programmed. Uses for machine learning correct answers - complex problems - large data - adaptability of problem - parameter tuning most common supervised tasks? correct answers - classification - regression - support vector machine most common unsupervised tasks correct answers - anomaly detection - clustering - k-means - neural network...

Fundamentals CMS Midterm Terms in this set (200) A nurse is assessing the heart sounds of a client who has developed chest pain that becomes worse with inspiration. The nurse auscultates a high- pitched scratching sound during both systole and diastole with the diaphragm of the stethoscope positioned at the left sternal border. Which of the following heart sounds should the nurse document? A. Audible Click B. Murmur C. Third heart sound D. Pericardial friction rub A nurse is obtaining ...