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09:48 ML5: K-Nearest Neighbours Classification ML5: K-Nearest Neighbours Classification	ML5: K-Nearest Neighbours Classification In this video, we introduce the simplest classifier: the K-Nearest Neighbours classifier. This classifier has no trainable parameters, and classifies test points by finding its closest training… test point training neighbors class points classifier validation classification parameters hyperparameters vector dog george distance spam cat jackson vote step From Elliot Crowley on November 9th, 2020 0 likes 9 plays 0
15:06 IDS - Week 01 - 01 - Welcome to IDS! IDS - Week 01 - 01 - Welcome to IDS!	IDS - Week 01 - 01 - Welcome to IDS! Welcome to Introduction to Data Science! data science rstats science bit countries analysis things issues statistics side cycle environment output language computing lot vote title turkey visualization months words From Mine Cetinkaya-Rundel on September 21st, 2020 0 likes 152 plays 0 Course Code MATH08077 Licence Type Creative Commons - Attribution Non Commercial Share A Like
02:11 Getting started with the DataVault Getting started with the DataVault	Getting started with the DataVault How to get started using the Edinburgh DataVault for long-term retention of research data. For more about the DataVault please see:https://www.ed.ac.uk/is/research-support/datavault Created using… datavault data archiving research data management research data service vault 0s record aspects default team button homepage peek place timo servo volt audit share guidance documentation retention term vote From Pauline Ward on January 29th, 2019 0 likes 113 plays 0 Publisher University of Edinburgh Licence Type Creative Commons - Attribution Language English Date Created January 29th, 2019
04:04 How to deposit data into your vault How to deposit data into your vault	How to deposit data into your vault How to make a deposit in your vault in the Edinburgh DataVault. For more about the DataVault please see https://www.ed.ac.uk/is/research-support/datavault . research data service datavault data archiving deposit progress dot files vote homepage location vault folder button ac edo dpo doubts officer protection characters records advice trail From Pauline Ward on January 22nd, 2019 0 likes 54 plays 0 Licence Type Creative Commons - Attribution Language English Date Created January 22nd, 2019
04:27 Creating a vault in the DataVault Creating a vault in the DataVault	Creating a vault in the DataVault How to create a vault in the Edinburgh DataVault. For more about the DataVault please see https://www.ed.ac.uk/is/research-support/datavault . Created using Media Hopper desktop recorder. Screen… data archiving research data research data service datavault vault 31st description dot grant end funder retention dates decisions funders investigator dataset fault homepage edinburgh vote pose votes straightaway From Pauline Ward on January 22nd, 2019 0 likes 58 plays 0 Licence Type Creative Commons - Attribution Language English Date Created January 22nd, 2019
01:58 Sensitivity to outliers Sensitivity to outliers	Sensitivity to outliers Sensitivity to outliers iaml nearest neighbours neighbor point change neighbors class classifier blue lot notion training space region boundary decision problems stability bit neighbour vote majority From Nigel Goddard on September 21st, 2016 1 likes 1,778 plays 0 Licence Type Creative Commons - Attribution
01:09 Nearest-neighbor regression algorithm Nearest-neighbor regression algorithm	Nearest-neighbor regression algorithm Nearest-neighbor regression algorithm iaml nearest neighbours labels algorithm point testing numbers training regression classification x. prediction neighbors arithmetic k. class instinct vote instances points distances computes From Nigel Goddard on September 21st, 2016 1 likes 1,783 plays 0 Licence Type Creative Commons - Attribution
01:54 Nearest-neighbor classification algorithm Nearest-neighbor classification algorithm	Nearest-neighbor classification algorithm Nearest-neighbor classification algorithm iaml nearest neighbours training algorithm phase point label examples testing labels neighbors x. class points distances votes vote classes mold exec instances i. From Nigel Goddard on September 21st, 2016 1 likes 1,817 plays 0 Licence Type Creative Commons - Attribution

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