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14:38 XAI Lecture Recording: InTrees (Part 3) XAI Lecture Recording: InTrees (Part 3)	XAI Lecture Recording: InTrees (Part 3) This lecture will cover InTrees, which is a model-specific XAI method for tree ensembles. rules rule tree entries conditions decision node questions quality output condition ensembles error trees nodes regression instances xai xai course machine learning From Auste Simkute on July 14th, 2021 0 likes 1 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 14th, 2021
04:24 XAI Lecture Recording: InTrees (Part 1) XAI Lecture Recording: InTrees (Part 1)	XAI Lecture Recording: InTrees (Part 1) This lecture will cover InTrees, which is a model-specific XAI method for tree ensembles. xai xai course explainable machine learning rules trees tree technique interests frequency interpretability ensemble model ensembles entries error approval roads length errors From Auste Simkute on July 7th, 2021 0 likes 2 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 7th, 2021
09:43 XAI Lecture Recording - Framework for XAI (Part 2) XAI Lecture Recording - Framework for XAI (Part 2)	XAI Lecture Recording - Framework for XAI (Part 2) This lecture will cover several frameworks outlining differences between transparent and opaque ML models, different XAI techniques, and types of explanations. xai explainable machine learning xai course model techniques explanations models questions agnostic instance technique approaches linear feature counterfactuals trees explanation relevance branch From Auste Simkute on July 7th, 2021 0 likes 2 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 7th, 2021
21:15 Public Health, Epidemiology, Life Sciences and… Public Health, Epidemiology, Life Sciences and Life Lengths: Felix Cheysson	Public Health, Epidemiology, Life Sciences and Life Lengths: Felix Cheysson This talk has been automatically captioned. You can remove these by pressing CC on the video toolbar. Name: Felix Cheysson Talk Title: Evolution of groups at high risk of death from Covid-19 using… eva tree distribution function trees week test end bootstrap distance difference space sample classification mortality statistic f1 hospital hypothesis sampling question From Belle Taylor on June 29th, 2021 0 likes 27 plays 0 Publisher Centre for Statistics Licence Type All rights reserved Language English Date Created June 29th, 2021
03:16 Christian Robert EVA Talk Preview Christian Robert EVA Talk Preview	Christian Robert EVA Talk Preview This talk has captions. You can remove these by pressing CC on the video toolbar. Name: Christian Robert Talk Title: Hill Random Forests Abstract: In extreme value statistics, the tail index is… eva icms theory method solution data analysis model hill random forests regression function functions distributions form threshold characterization observation distribution types models variables events estimation forest kansas football conditions nominee trees From Anna Munro on June 10th, 2021 0 likes 22 plays 0 Licence Type All rights reserved Language English
03:10 Felix Cheysson EVA Talk Preview Felix Cheysson EVA Talk Preview	Felix Cheysson EVA Talk Preview This talk has captions. You can remove these by pressing CC on the video toolbar. Name: Felix Cheysson Talk Title: Evolution of groups at high risk of death from Covid-19 using hospital data… icms eva solution theory evolution groups high risk data trees tree classification wave hospital mortality perturbation learning death disease age patients percent pandemic estimation talk goodbye sensitivity From Anna Munro on May 24th, 2021 0 likes 11 plays 0 Licence Type All rights reserved Language English
01:13:13 Visions for Change: Can nature fix the climate… Visions for Change: Can nature fix the climate crisis?	Visions for Change: Can nature fix the climate crisis? This event will explore the role of nature-based solutions in mitigating the climate crisis. The climate crisis is no longer a distant threat but rather a global concern that is more imminent than… sustainability and social responsibility nature climate kind carbon trees woodland benefits scotland trust question biodiversity crisis change paul solutions action land things chat woods From Lauren Mcleron on April 27th, 2021 0 likes 9 plays 0 Publisher Lauren McLeron Licence Type All rights reserved The University of Edinburgh Language English Date Created April 15th, 2021
10:09 Forces Fiona asks about Gravity Forces Fiona asks about Gravity	Forces Fiona asks about Gravity The fictional story titled 'Forces Fiona & The Laws of Motion' written by Amy Cook as part of the 2020/21 Geoscience Outreach & Engagement course for The City of Edinburgh… physics geoscience outreach and engagement 20-21 outreach physics outreach isaac ground force tree apple gravity object equilibrium things acceleration weight trees fiona library feedback branches hands garden cynthia glass From Amy Laura Cook on April 19th, 2021 0 likes 5 plays 0 Course Code EASC10087 Publisher Amy Cook Licence Type Creative Commons - Attribution Share A Like Language English Date Created March 24th, 2021
53:14 LAGOON: Leicester Algebra and Geometry Open… LAGOON: Leicester Algebra and Geometry Open ONline - Ralph Kaufmann	LAGOON: Leicester Algebra and Geometry Open ONline - Ralph Kaufmann Subtitles are automatically added, you may turn these off by clicking "cc, turn off". We are working on ensuring all subtitles match the lecture. LAGOON: Leicester Algebra and Geometry… thing category things representations morphism trees graphs construction functor representation factors sets theory vector spaces algebras structure tensor 6-factor algebra From Liam Holligan on December 11th, 2020 0 likes 76 plays 0 Publisher Liam Holligan Licence Type All rights reserved Language English Date Created December 10th, 2020
45:49 FP - Lecture 12 - Data Types and Data… FP - Lecture 12 - Data Types and Data Abstraction (continued)	FP - Lecture 12 - Data Types and Data Abstraction (continued) This is the second video for the FP lecture on Data Types and Data Abstraction. inf1a introduction to computation informatics 1 haskell data types data abstraction tree node depth things trees element thing invariant log insert subtree elements equality lists abstraction left steps question balance types From Claudia-Elena Chirita on November 1st, 2020 0 likes 444 plays 0 Course Code INFR08025 Licence Type All rights reserved The University of Edinburgh Language English
49:13 FP - Lecture 9 - Expression Trees as Algebraic… FP - Lecture 9 - Expression Trees as Algebraic Data Types	FP - Lecture 9 - Expression Trees as Algebraic Data Types This is the video for the ninth FP lecture on Expression Trees as Algebraic Data Types. inf1a introduction to computation informatics 1 functional programming haskell algebraic data types thing things expression question times names expressions parentheses ad tree trees constructor types function nub languages string term lists From Claudia-Elena Chirita on October 18th, 2020 0 likes 663 plays 0 Course Code INFR08025 Licence Type All rights reserved The University of Edinburgh Language English
10:23 CL - Lecture 4.j - Reduction 2 CL - Lecture 4.j - Reduction 2	CL - Lecture 4.j - Reduction 2 We use the rules to reduce a sequent to a conjunction of simple sequents, sequents that only mentions propositional letters, with no connectives, and no repetitions — in this example, we find… inf1a introduction to computation informatics 1 computation and logic logic left universe rule depth thing rules tree counterexample individual things leaves side branches comma deltas trees sequence 4x commerce end From Claudia-Elena Chirita on October 15th, 2020 0 likes 341 plays 0 Course Code INFR08025 Licence Type All rights reserved The University of Edinburgh Language English
47:41 IMA, LMS Joint Meeting: Topological methods in… IMA, LMS Joint Meeting: Topological methods in Data Science (1-2 October 2020)	IMA, LMS Joint Meeting: Topological methods in Data Science (1-2 October 2020) An automated programme is used to generate the subtitles on this talk. You can remove the subtitles by pressing CC on the bottom toolbar. Kathryn Hess (EPFL) - Trees, barcodes, and symmetric groups … trees tree bar neurons barcodes barcode equivalence permutation lambda process neuron tmd types classes bars sort point algorithm points root From Liam Holligan on October 9th, 2020 0 likes 42 plays 0 Publisher Liam Holligan Licence Type All rights reserved Language English Date Created October 1st, 2020
14:13 Professional Skills for GAFS (1) - Week 2 - Tour… Professional Skills for GAFS (1) - Week 2 - Tour 2/4	Professional Skills for GAFS (1) - Week 2 - Tour 2/4 This is part 2/4 of the tour of the Easter Bush campus We apologise for the sound quality. Captions have been autogenerated. easter bush campus lot road college quality land air thing fixing nitrogen water biodiversity offices scotland trees woodland ct unit emissions gas soils From Susan Jarvis on September 28th, 2020 0 likes 1 plays 0 Publisher Susan Jarvis Licence Type All rights reserved The University of Edinburgh Language English Date Created September 28th, 2020
17:42 1c Mycorrhizal and Saprotrophic Fungi 1c Mycorrhizal and Saprotrophic Fungi	1c Mycorrhizal and Saprotrophic Fungi THe Green Planet Field trip. the green planet biology fungi fungus lot fruit trees maria species beach characteristics gills mycorrhiza soil things borders fun mycorrhizal nutrients kind couple artists From David Hills on September 17th, 2020 0 likes 45 plays 0 Course Code BILG08016 Publisher David Hills Licence Type Creative Commons - Attribution Non Commercial No Derivatives Language English Date Created September 17th, 2020
15:56 1a Introduction and Parasitic Fungi 1a Introduction and Parasitic Fungi	1a Introduction and Parasitic Fungi The Green Planet field course the green planet biology plant spores species plants stage disease fungus trees scenarios surface insect fact season problems david malaria reason tree humanness flux From David Hills on September 17th, 2020 0 likes 101 plays 0 Course Code BILG08016 Publisher David Hills Licence Type Creative Commons - Attribution Non Commercial No Derivatives Language English Date Created September 17th, 2020

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