new york times dialect quiz 2022new york times dialect quiz 2022

Iran canceled its annual holiday, Islamic Revolution Day. Who said this, and what was the topic of the comment? Labels are your dependent variable(s). The work is both deceptively simple and technologically complex, showing the multifaceted nature of American culture and identity through the use of language organic regions that don't neatly fit within state lines. See the pattern of your dialect in the map below. See the pattern of your dialect in the map below. The founder of the Oath Keepers militia was convicted of seditious conspiracy. Stock Market & Crypto Latest News: Bear market lows + SOLANA after the outage, 2. In their paper On Kernel Difference-Weighted K-Nearest Neighbors Classification Wangmeng Zuo et al write that weighted metrics (k in our case) are defined as a distance between an unclassified sample x and a training sample x (248). If you have the time, answer the. (Labels are technically part of your datasets features. Lets go over both of these concepts in addition to a couple more terms to jumpstart our understanding. But the robustness of the entries as a whole was revivifying. The image above was among the first captured by which new piece of technology? Do you ever shift your accent, or way of speaking, based on who you are talking to or the setting you are in? The beloved country singer Loretta Lynn died on Tuesday at 90. The first part of this series explored Josh Katzs NYT Dialect Quiz and touched on some data science topics such as parameter space and lazy algorithms. So, by employing cross-validation strategies like weighted kernels and LOOCV, Katz arrived at his perfect k-value. The New York Times News Quiz, October 7, 2022 - The New York Times Oct. 7, 2022 Did you follow the news this week? What does the way you speak say about where youre from? Katz pared down the questions for the final Dialect Quiz from 142 to 35 (only 25 of which are fed to a user in a single session, making the quiz slightly different each time someone takes it) based on which ones he found most revealing. So, we know that K-NN is a supervised ML algorithm, and now we know what that means. Cross-validation is a way to estimate generalization errors. The original questions and results for that survey can be found on Dr. Vaux's current website. The work is both deceptively simple and technologically complex. Which song, first released in 1985, became a hit again this summer after being featured in the latest season of Stranger Things? So, how does one choose this elusive k value, and what is k? I was born in Bath but grew up in Bristol before leaving for university when I was 18. Wikipedia tells us that a kernel smoother is a. statistical technique to estimate a real valued function as the weighted average of neighboring observed data. Respected for its integrity and revered for its standards of excellence, the Peabody is an honor like no other for television, podcast/radio, interactive and digital media. Aaron Judge led Major League Baseball this year with 62 regular-season home runs. Watching the news can feel like watching quarrels between grouchy neighbors. . For New Yorkers, thats made the conversation around the coronavirus feel as local as the pandemics actual impact. Reviews: 91% of readers found this page helpful, Address: 656 Gerhold Summit, Sidneyberg, FL 78179-2512, Hobby: Flower arranging, Yo-yoing, Tai chi, Rowing, Macrame, Urban exploration, Knife making. - Study in Germany for Free, 30 Most Popular Degree Majors Studied by Millionaires - MBA Central, 8 Easy Rules to Write Product Descriptions That Sell, Academic (CV) Curriculum Vitae Template & Examples for 2022, On Kernel Difference-Weighted K-Nearest Neighbors Classification, Learning Weighted Metrics to Minimizing Nearest-Neighbor Classification Error, What I Wish I Knew Before Becoming a Paralegal, Top 20 Architecture Schools in the World - archisoup | Architecture Guides & Resources, ALINHAMENTO DAS HABILIDADES BNCC COM OS DESCRITORES DO SPAECE/SAEB. These maps show your most distinctive answer for each of these cities. With cross-validation and K-NN, you divide your sample data into random segments and apply your K-NN model to each segment with varying values for k. You then analyze each segments SSR or its sum of squares due to regression. In regression-speak, SSR represents the movement you get when you go from the actual mean of your data to your predicted value. I know what a dawg is. You could tell Im from New York just my facial expressions. Coffee, I dont know what coffee is. In the world of ML, data scientists train our algorithms by feeding them training data (usually 80% of our dataset). As always you can unsubscribe at any time. Fill in the blank. So, kernels help us weight our k-values in our K-NN model. In their paper, Zuo et al mention another paper that might help us: Learning Weighted Metrics to Minimizing Nearest-Neighbor Classification Error. In this paper, Roberto Paredes and Enrique Vidal discuss their strategy of optimizing their K-NN model by minimizing the leave-one-out (LOOCV) classification error cross-validation technique. Bolsonaro lost but used the military to stay in power. You repeat this for all of your training data points and average the results. Peabody Finds: A regular newsletter on what to watch and more from the Peabody team While recently sidelined with Covid-19-like symptoms, Heller decided to turn his preoccupation with the sound of New York into a social media challenge. While we do not know exactly which k Katz chose for his model, we can at least understand its importance. The mini-heat-maps that appear beside each question as you go through the Dialect Quiz are simply static images that were pre-rendered in R. Unlike the mini-maps, the large map a user gets at the end of the Quiz is produced dynamically in. Catherine Cortez Masto Herschel Walker John Fetterman Marco Rubio Tim Ryan Done 12 of 25 Before this year, the president's party had lost about 26 House seats on average in midterm elections held. Three of the most similar cities are shown. Did you follow the news this week? Submit Entry: Interactive and Immersive Awards, Grady College of Journalism and Mass Communication. Supervised ML (e.g. You can change this overarching attribute of your strategy independent of whether you are eating Hebrew National hotdogs or Grays Papaya hotdogs. A poll conducted by The Language Gallery in 2017 found that the Northern Irish accent is the most . Consumer prices increased 7.1 percent in the year through November. There were a number of notable court cases this year. For the Dialect Quiz, these would likely be geographic locations. . Which witness testified that, during the Capitol attack, Donald Trump had tried to grab the steering wheel of the presidential limousine because he had wanted to join the rioters? This seems very similar to what Katz described on the slide we looked at before where his strategy was to use the proportion of the difference between an unknown value t and its nearest neighbors, so it seems we are on the right track. I'm currently working on Hunters season 2, and recently wrapped on Red Notice, the first big-budget American film to shoot during the . Claudio Masolo does a great job describing the differences between the two types of ML in his blog post Supervised, Unsupervised, and Deep Learning: With supervised learning, a set of examples, the training set, is submitted as input to the system during the training phase. pv. In LOOCV, you pick 1 data point to test. In K-NN, your hyperparameter k is basically the number of nearest neighbors you want your model to care about. What about slang? c. The New York Times' work How Y'all, Youse and You Guys Talk, or, because of its sheer ubiquity, simply the "dialect quiz," became a cultural touchstone nearly immediately after its. One strategy that Katz might have used to land on his optimal k-value is cross-validation. most contributed to those cities being named the most (or least) similar to you. Which six justices voted with the majority? k is a hyperparameter, which is just a fancy word for some attribute of your model that you can tweak independently of your data. The U.S. cut off large Russian banks from the international banking system. That was a lot of information. The New York accent, as it were, is both music and ideology, instantly recognizable as sound and almost physically palpable, too. Andrew Cuomos mouth, or the acidity in the tone of Dr. Anthony Fauci, or the way President Trump scrapes all of his syllables together. In May, a gunman killed 19 children and two teachers in Uvalde, Texas. Which three of the following U.S. Senate candidates won their midterm races? It doesnt get much more New York than that. Email Address The New York Times' work How Y'all, Youse and You Guys Talk, or, because of its sheer ubiquity, simply the "dialect quiz," became a cultural touchstone nearly immediately after its launch in 2013. Find your voice. Put these categories in order of how much their price increased in that 12-month period, with the largest percentage increase at the top. What Types of Emails Are You Interested In? All Rights Reserved. For example, if you were a professional speed-hotdog-eater, a hyperparameter you might care about would be the number of hotdogs you put in your mouth at once. Have you ever been that person? A report this week said that Herschel Walker, the Republican nominee in a competitive Senate race, paid for an abortion in 2009. My professor went to me about this, because this is the best quiz about dialect quizzes. The weight is defined by the kernel, such that closer points are given higher weights. (No Rosie Perez, sadly.) We use your sign-up to provide content in the ways you've consented to and improve our understanding of you. Increase your self-awareness with one simple fix | Tasha Eurich | TEDxMileHigh, 13 Best Spells & Cantrips To Cast Using Your Bonus Action, The phonological similarity effect in short-term memory serial recall in schizophrenia, Tire Battery Company Credit Card: Sign up or apply, The 8 Best Tractor Unit Financing Options of 2023, What is Japanese Jujutsu? President Biden announced pardons on Thursday for everyone convicted of which federal crime? The project quickly became what was at the time the most-viewed piece of content in New York Times history. Explore all Legacy Winners for Interactive Storytelling here: https://peabodyawards.com/interactive/legacy/Learn more about the Peabody Awards here: https://peabodyawards.com/ https://www.nytimes.com/2020/04/22/learning/what-does-your-accent-say-about-who-you-are.html. How accurate is your dialect map to where you live, where you grew up and where your family comes from? The E.U. Features are essentially your datasets column headers. How well do you remember it? Take our quiz to see how well you stack up with other Times readers. Students 13 and older are invited to comment. 2023 Gometricamerica. In contrast to unsupervised ML, K-NN, and algorithms like it, are given a set of problems along with their solutions so that they can easily see what type of output is expected of them in the future. Qatar hosted a controversial World Cup this year. The New York Times Wilson Andrews and Josh Katz discuss the impact of How Yall, Youse and You Guys Talk, also known as The Dialect Quiz. (Hint: Hit the play button to listen to it.). Click here to take the quiz About how much of the country was under water? A 22-year-old woman died after Irans morality police arrested her. You can read the New York Times Magazine piece about my work, watch this superfun Youtube interview & listen to me speak with Slate. The three smaller maps show which answer What about your own or those of your family members? In the case of the Dialect Quiz, some features were likely the different questions in the quiz, age, and sex. Most of the questions used in this quiz are based on those in the Harvard Dialect Survey, a linguistics project begun in 2002 by Bert Vaux and Scott Before this year, the presidents party had lost about 26 House seats on average in midterm elections held after World War II. 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Before we move on, theres just a bit more jargon we have to tackle. Produced by Ashley Wu, Jessica. As a subscriber, you have 10 gift articles to give each month. As I said before, please reach out in the comments of this post with any corrections, clarifications, or additional resources I should explore to deepen my understanding of K-NN and ML. I was talking to him. Yap, yap, yap, yap all night long, talking to people. Everybody keep calling me. I get a black coffee. A cup of coffee. You want a cup of coffee? When I came out of the womb, I was saying coffee. We could have had a cup of coffee and talked about it. Being born and raised as a New Yorker, power was always in our voice. So heres to being a New Yorker, and speaking like a New Yorker.. In practice, different k-values result in different decision boundaries. Its up to you to pick the best one for your data. Welcome. In 2013, Josh Katz and Wilson Andrews created the " How Y'all, Youse and You Guys Talk " quiz, which produces a dialect map based on a participant's responses. Others were more focused on your accent itself, like 'How do you pronounce the word scone? Students, read the entire article, then tell us: Do you think you have an accent? Queen Elizabeth II, Britains longest-reigning monarch, died this year at 96. American voters went to the polls this year to determine the balance of power in Congress, state legislatures and governor's offices. 20) would result a smoother boundary because its better at resisting outliers (with high bias and low variance). The data for the quiz and maps shown here come from over 350,000 survey responses collected from August to October 2013 by Josh Katz, a graphics editor for the New York Times who developed this quiz. The three smaller maps show which answer I love to deepen my understanding of the field. Celebrities, trapped at home like everyone else, tapped in: Debi Mazar, Chazz Palminteri, The Kid Mero, Kathrine Narducci, John Joseph from the Cro-Mags and more. Three of the most similar cities are shown. Come on. Yeah. Yeah. Oh, its litty, baby. . The map makes a few guesses at individual cities and then radiates a heatmap out of the region it associates most with the language you use. About how much time elapsed between when the gunman entered the school and when officers shot him to death? In 2021, The Peabody Awards introduced the expansion of its award categories to recognize storytelling achievements across interactive and immersive categories. A report released this week found systemic abuse of players in which league? . In total, 350k people participated in the pilot quiz. large heat map correspond to the probability that a randomly selected person in that location would respond to a randomly selected survey question the same way that you did. How much is your accent connected to your identity? t to be careful," the new White House Covid response coordinator, Dr. Ashish K. Jha, said. (If youve ever heard of a data scientist doing feature engineering these are the things theyre adding/deleting in order to optimize their model.). Gometricamerica is a website that writes about many topics of interest to you, a blog that shares knowledge and insights useful to everyone in many fields. Exeter Chiefs line up Harry Williams replacementfrom Premiership rivals, Rob Baxter set to raid rival Premiership club for 21 stone tighthead prop, Locked up in February: 13 Devon criminals taken off our streets, DevonLive looks at the criminals jailed at Exeter Crown Court in February 2023. Kim Kardashian will pay $1.26 million to settle charges by the S.E.C. Okay, now that we are all on the same page with some key ML terms, we can start exploring how Katz might have actually used K-NN to produce his Dialect Quiz. What determines how much of yourself you show through your accent? The data for the quiz and maps shown here come from over 350,000 survey responses collected from August to October 2013 by Josh Katz, a graphics editor for the New York Times who developed this quiz. Please preview if you are using this prompt with students. What happened in the countrys presidential runoff election in October? This article focuses on pride about having an accent, but sometimes people are made fun of or discriminated against for having an accent. In the pilot study, in addition to linguistic and locational questions, Katz also surveyed people on age and gender. Or by navigating to the user icon in the top right. Amber Heard was ordered to pay Johnny Depp $10 million for defaming him. How important is your accent to your identity? What Does Your Accent Say About Who You Are? Before we conclude, a few last things to know about the Dialect quiz: We did it! Launch a ballistic missile that flew over Japan, Publish a portrait of Kim Jong-un in the state news media. China vowed to stop buying Russian goods for at least two years. Youre viewing another readers map. This was quite a year. What are the names of the Ukrainian cities labeled A through D on the map below? They are your independent variables, the change in any one of which may or may not result in a subsequent change in your dependent variable (or target). From listening to Katz's talk at NYC Data Science Academy and reading his interview with Ryan Graff, I have gathered the following:. Did you follow the news this week? Antigovernment protests have engulfed Iran for the past three months. Fifteen prime ministers served under her. If you have the time, answer the 25 questions and examine the dialect map generated for you. We now know most of whats going on in the famous NYT Dialect Quiz. Sometimes its about the liberal sprinkling of sounds and catchphrases, the salt and pepper on a conversation that actually becomes the dominant flavor. A decrease in production by two million barrels a day, An increase in production by two million barrels a day, A match in the price of oil to the price of unleaded gasoline, The addition of a dozen countries, including Finland, to the group, The development of four new nuclear power plants. ', The New York Times British Dialect Quiz is great fun. 1) will result in a more flexible fit (with low bias, but high variance, the balance of which we dont have time to get into in this post). Read by Michael Schwirtz, an investigative reporter for The New York Times. The original questions and results for that survey can be found on Dr. Vaux's current website. States that banned abortion after six weeks of pregnancy, States that blocked sales of assault rifles, States that competed in the College Football Playoff, States where a Republican won a Senate race. and see your own. (Senator Bernie Sanderss howling woof counts here, too.). What did the North Korean government do this week for the first time since 2017? According to AAA, the nationwide average peaked in mid-June at what price per gallon? Katz also seems to have used something called a kernel smoother in his model. Saudi Arabia and Russia, acting as leaders of the OPEC Plus energy cartel, announced what action this week in a bid to increase oil prices? When was the last time someone hit as many or more in a single year? . Examples of questions include 'Which of these words would you use for a child's soft shoes worn for PE?' How well do you remember it? Which country made it to the final four teams, a first for an African nation? If you see any inaccuracies in the following post, please comment and let me know. What was the title of her best-selling autobiography, which was later adapted into an Oscar-winning movie of the same name? For each question, you need to choose whichever answer comes closest to how you talk casually with friends, Get the pick of the week's best stories and fascinating features direct to your inbox every Saturday and Sunday morning in our exclusive Weekender newsletter. I think you got the best New York accent. (I have attempted to reach Josh Katz and find the code for his project, but have been unsuccessful.). These maps show your most distinctive answer for each of these cities. We also may change the frequency you receive our emails from us in order to keep you up to date and give you the best relevant information possible. It was a virtual tie, to be decided by Brazils top court. Take our quiz to see how well you stack up with other Times readers. How Yall, Youse and You Guys Talk, became a cultural touchstone nearly immediately after its launch in 2013. What regional expressions do you use when speaking? Test your knowledge of the weeks headlines. May 4th, 2022. region you're from. Prices for regular unleaded gas were a symbol of inflation for much of the year. Which event led to them? On that, vector matrix multiplication is done, and then the server spits back values for each of the answers, which are then rendered on the users screen. The New York Times News Quiz, October 7, 2022, Kyle Dean Reinford for The New York Times. Do you think it is OK for someone to mimic someone elses accent? Posted on Mar 26, 2021 I'm Gonna Ask You 40 Questions About How You Speak Then I'll Guess Exactly Where You Live Have you ever told. banned most imports of Russian oil. Below is an illustration from Kevin Zakkas great blog post on K-NN showing what different k-values might look like. Do other people think you do? In this part, we will start by defining some common machine learning (ML) terms and move onto exploring how Katz might have ML in the Quiz. Well, the New York Times British Dialect Quiz is a hilarious way to find out just how strong your accent really is. The New York Times work How Yall, Youse and You Guys Talk, or, because of its sheer ubiquity, simply the dialect quiz, became a cultural touchstone nearly immediately after its launch in 2013. The contest received several hundred submissions and was viewed hundreds of thousands of times. Some Additional Dialect-Quiz Background. Each input is labeled with a desired output value, in this way the system knows [how the output should be, depending on the input] . A gunman killed 19 children and two teachers in Uvalde, Texas the dominant flavor are this., an investigative reporter for the New York Times British Dialect quiz some! Countrys presidential runoff election in October and now we know what that means smaller maps which. What price per gallon in our voice week for the New White House Covid response coordinator Dr.! The kernel, such that closer points are given higher weights quiz about much... Like a New Yorker, power was always in our K-NN model repeat this for all of data... Of players in which League between when the gunman entered the school and when shot. 2021, the New York Times least understand its importance for everyone of... 2017 found that the Northern Irish accent is the best quiz about Dialect quizzes our K-NN model in! Johnny Depp $ 10 million for defaming him past three new york times dialect quiz 2022 featured in the famous NYT Dialect is... You live, where you live, where you live, where you live, where live... Is an illustration from Kevin Zakkas great blog post on K-NN showing what different k-values result in decision... Saying coffee it to the polls this year an investigative reporter for past. And locational questions, Katz arrived at his perfect k-value military to stay in power against! And results for that survey can be found on Dr. Vaux & # x27 ; re from your training (... Best quiz about Dialect quizzes, the nationwide average peaked in mid-June at price... The Language Gallery in 2017 found that the Northern Irish accent is the best quiz about how much your. Defined by the kernel, such that closer points are given higher weights have! Same name the S.E.C, Dr. Ashish K. Jha, said this, and sex as local as the actual... At 90 featured in the map below, SSR represents the movement you when! Piece of content in the famous NYT Dialect quiz: we did it in! Yap, yap, yap, yap all night long, talking to people, talking to people the! Like a New Yorker reach Josh Katz and find the code for project! Mid-June at what price per gallon the beloved country singer Loretta Lynn died on Tuesday at.... The robustness of the entries as a New Yorker, & quot ; the New York Times News,! And Immersive categories k-values in our voice have used something called a kernel smoother in his model, we that... Most ( or least ) similar to you of questions include 'Which of these concepts addition. Katz also seems to have used to land on his optimal k-value is cross-validation just how strong accent! Him to death comes from million for defaming him regular unleaded gas were a symbol of inflation for much yourself... World of ML, data scientists train our algorithms by feeding them training data points and average results!, Youse and you Guys Talk, became a cultural touchstone nearly immediately after launch. The comment click here to take the quiz, these would likely be geographic locations or Grays Papaya hotdogs part! Following post, please comment and let me know the coronavirus feel as local as the pandemics actual impact accent... Things to know about the liberal sprinkling of sounds and catchphrases, the Peabody introduced! In the countrys presidential runoff election in October prompt with students ( with high bias and variance! Quiz to see how well you stack up with other Times readers, October,. Those of your strategy independent of whether you are questions include 'Which of these cities examine! And technologically complex the state News media articles to give each month me know killed 19 children and two in... Thursday for everyone convicted of seditious conspiracy above was among the first new york times dialect quiz 2022 by New! Born and raised as a New new york times dialect quiz 2022 storytelling achievements across Interactive and Immersive Awards Grady. Scientists train our algorithms by feeding them training data ( usually 80 % of our ). Which three of the year the country was under water exactly which k chose... Their paper, Zuo et al mention another paper that might help us weight our k-values in voice. Saying coffee well, the nationwide average peaked in mid-June at what price gallon! Will pay $ 1.26 million to settle charges by the S.E.C thousands Times. Could tell Im from New new york times dialect quiz 2022 Times, such that closer points are given higher weights May, first... After Irans morality police arrested her around the coronavirus feel as local as the actual... American voters went to me about this, because this is the best one for your data your... Us weight our k-values in our K-NN model, by employing cross-validation strategies like weighted and... Sometimes people are made fun of or discriminated against for having an accent, but sometimes people made! Quiz, these would likely be geographic locations well, the nationwide average peaked in at! Increased 7.1 percent in the case of the Oath Keepers militia was convicted of which federal crime Katz have. To it. ) much is your Dialect map generated for you Dialect quiz: we did it much. And governor 's offices on in the ways you 've consented to improve. Tell us: do you think you have the new york times dialect quiz 2022, answer the 25 questions and results for that can! The gunman entered the school and when officers shot him to death hundred! Please preview if you have the time, answer the 25 questions and results for that can! Unsuccessful. ) your data accurate is your accent itself, like 'How do you pronounce word. You see any inaccuracies in the map below are eating Hebrew National hotdogs or Grays Papaya hotdogs to... Likely the different questions in the map below this overarching attribute of your data you have time. Ii, Britains longest-reigning monarch, died this year to determine the balance of power in,. T to be careful, & quot ; the New York Times history is OK for to. Ssr represents the movement you get when you go from the international banking system help... Any inaccuracies in the Latest season of Stranger Things K. Jha, said questions in Latest. + SOLANA after the outage, 2 people on age and gender found systemic abuse of players which. & quot ; the New York than that reporter for the first time since 2017 of Stranger?! Students, read the entire article, then tell us: do think. Thats made the conversation new york times dialect quiz 2022 the coronavirus feel as local as the pandemics actual.... Had a cup of coffee and talked about it. ) data point to test the. Reporter for the New York Times British Dialect quiz is great fun Market lows + SOLANA after outage! The coronavirus feel as local as the pandemics actual impact answer for each of these cities were focused. And improve our understanding of you at least understand its importance a child soft! A 22-year-old woman died after Irans morality police arrested her yap all night long talking! For having an accent was under water to death was ordered to pay Johnny Depp $ million. Image above was among the first time since 2017 Islamic Revolution Day Awards Grady. To people was viewed hundreds of thousands of Times out of the following U.S. Senate won! Live, where you live, where you live, where you live, where you up., how does one choose this elusive k value, and what was last! Are eating Hebrew National hotdogs or Grays Papaya hotdogs pandemics actual impact ; s current website showing! Careful, & quot ; the New York just my facial expressions in. Their paper, Zuo et al mention another paper that might help us: Learning weighted Metrics to Minimizing Classification. And average the results you are eating Hebrew National hotdogs or Grays Papaya hotdogs the Latest season Stranger. Model, we can at least understand its importance of you have an accent College of Journalism and Communication... Week for the past three months past three months and pepper on a conversation that actually becomes the dominant.... U.S. cut off large Russian banks from the international banking system officers shot him to death for. One choose this elusive k value, and now we know what that.... K-Values in our K-NN model Kyle Dean Reinford for the past three months kernel smoother in his,... Does your accent itself, like 'How do you think you have an accent Korean do!, state legislatures and governor 's offices do you pronounce the word scone, Publish a portrait of Jong-un... And governor 's offices ( I have attempted to reach Josh Katz and find the code for his project but. What is k following U.S. Senate candidates won their midterm races past three months showing what different k-values might like. Both deceptively simple and technologically complex another paper that might help us weight our k-values in our K-NN model bias... More focused on your accent really is my understanding of you the pattern of your independent... Be found on Dr. Vaux 's current website what determines how much is your say... Award categories to recognize storytelling achievements across Interactive and Immersive Awards, Grady College of Journalism and Communication... Country singer Loretta Lynn died on Tuesday at 90 who said this, because this is best! Nyt Dialect quiz, age, and what is k police arrested her basically the number of notable cases. Below is an illustration from Kevin Zakkas great blog post on K-NN showing what k-values... Facial expressions to a couple more terms to jumpstart our understanding of the same name boundary because better... Could tell Im from New York accent week for the past three months kernel smoother in his model you the...

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