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The Disagreement Deconvolution: Bringing Machine Learning Performance Metrics In Line With Reality

249 views

ACM SIGCHI

Video Language:

  • English

Caption Language:

  • {{captionLanguage | language_name}} ({{captionLanguage}})

Accent:

  • English (US)

Speech Time:

99%
  • 5:02 / 5:03

Speech Rate:

  • 167 wpm - Fast

Category:

  • Science & Technology

Tags :

Intro:

Video Vocabulary

instance

/ˈinstəns/

noun verb

example or single occurrence of something. cite (fact, case, etc.) as example.

learning

/ˈlərniNG/

noun verb

Act of getting knowledge. To get knowledge or skills by study or experience.

critical

/ˈkridək(ə)l/

adjective

expressing adverse judgement.

moderators

/ˈmädəˌrādər/

noun other

arbitrator. Person hosting a discussion.

misinformation

/ˌmisinfərˈmāSH(ə)n/

noun

Information that is incorrect.

metrics

/ˈmetriks/

noun other

use or study of poetic meters. a set of numbers or statistics used for measuring something, especially results that show how well a business, school, computer program, etc. is doing.

enforcing

/inˈfôrs/

verb

To make (a rule) active or effective.

researchers

/rəˈsərCHər/

noun other

person who carries out academic or scientific research. People who work to find new facts and ideas.

example

/iɡˈzampəl/

noun verb

Thing, person which represents a category. be illustrated or exemplified.

toxicity

/täkˈsisədē/

noun

quality of being toxic or poisonous.

reality

/rēˈalədē/

noun

What is true, as opposed to what is imagined.

describe

/dəˈskrīb/

verb

give detailed account in words of.

achieved

/əˈCHēv/

verb

successfully bring about or reach desired objective or result.

computing

/kəmˈpyo͞odiNG/

noun verb

use or operation of computers. To find out by calculating or estimating.

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