Navigation Links
Random Forests Tree Ensembles: Salford Systems Exclusive Insight
Date:1/31/2013

ng explored and discussed.

According to Cutler, "The Random Forests collaboration and my real start to working in [decision] trees came in a cab. It was a stretch limo actually! I was going to a conference and I had a habit of bumping into him at the airport attending all of these conferences on neural nets. We were trying to hail a cab to the conference hotel and they didn't have a cab available so they gave us a stretch limo at the regular rate. He was telling me about some work he was doing, and it was the early Random Forests. And I started telling him about some of the experiments that I'd been doing that were using [decision] trees. So, we took my project at the time, Perfect Random Trees, and his project Random Forests and immediately stopped working on everything else and began collaborating on RF." (Audio Clip)

Random Forests is widely available now and is documented as an excellent benchmark tool for data scientists and analysts. Much of the insight provided by Random Forests is generated by methods applied after the trees are grown and include new technology for identifying clusters or segments in data as well as new methods for ranking the importance of variables. The method was developed by Leo Breiman and Adele Cutler of the University of California, Berkeley, and is licensed exclusively to Salford Systems. Ongoing research is being undertaken by Salford Systems in collaboration with Professor Adele Cutler , the surviving co-author of Random Forests. Random Forests is a collection of many CART trees that are not influenced by each other when constructed. The sum of the predictions made from decision trees determines the overall prediction of the forest. T
'/>"/>

SOURCE Salford Systems
Copyright©2012 PR Newswire.
All rights reserved

Page: 1 2 3 4

Related biology news :

1. Far from random, evolution follows a predictable genetic pattern, Princeton researchers find
2. Spring may come earlier to North American forests
3. Climate changes effects on temperate rain forests surprisingly complex
4. Bengali forests are fading away
5. As climate warms, bark beetles march on high-elevation forests
6. Preserve the services of mangroves -- Earths invaluable coastal forests, experts urge
7. Natural regeneration building urban forests, altering species composition
8. Climate change effects, potential mitigation in Northeast forests subject of Forest Service Report
9. Birds do better in agroforests than on farms
10. WSU researcher sees how forests thrive after fires and volcanoes
11. Washingtons forests will lose stored carbon as area burned by wildfire increases
Post Your Comments:
*Name:
*Comment:
*Email:
(Date:8/27/2014)... the Volunteer Wildfire Services of South Africa as "Cape ... residents in certain parts of the province on Monday ... high veld fire danger rating is expected in the ... Kei and Mnquma area. Strong winds often occurred ... bring lightning strikes and subsequent fire and the wind ...
(Date:8/27/2014)... -- The IEEE Engineering in Medicine and Biology Society ... Conference (EMBC,14), this year being held at the Sheraton ... , from Tuesday, August 26 through Saturday, August ... professionals in science, medicine, and engineering are registered to ... This year,s conference theme is Discovering, ...
(Date:8/27/2014)... frightening beasts. But every creature is a baby once. ... fossils of 24 very young dinosaurs and one older ... by a caretaker, according to a new study by ... and Peter Dodson led the work, collaborating with researchers ... specimen is held. Hedrick is a doctoral student in ...
Breaking Biology News(10 mins):Global Leaders In Science, Medicine, And Engineering Gather For The 36th Annual International Conference Of The IEEE Engineering In Medicine And Biology Society, August 26-30 In Chicago 2Global Leaders In Science, Medicine, And Engineering Gather For The 36th Annual International Conference Of The IEEE Engineering In Medicine And Biology Society, August 26-30 In Chicago 3Penn paleontologists describe a possible dinosaur nest and young 'babysitter' 2Penn paleontologists describe a possible dinosaur nest and young 'babysitter' 3
... in humanity,s greatest achievements but scientists have found that working ... chimpanzees. A series of trials by scientists found ... also understand the need to help a partner perform their ... were given tools to get grapes out of a box. ...
... known risk factor for back pain and disc disease. ... Annual Meeting of the American Academy of Orthopaedic Surgeons ... in 6,779 patients undergoing treatment for spinal disorders with ... each patient,s age, gender, weight, smoking history, assessment of ...
... Stingrays living in one of the world,s most famous ... the Cayman Islands have profoundly changed their ways, ... on marine wildlife, reports a new study published March ... Researchers from Nova Southeastern University,s Guy Harvey Research ...
Cached Biology News:Origins of human teamwork found in chimpanzees 2Origins of human teamwork found in chimpanzees 3Tourist-fed stingrays change their ways 2
(Date:8/27/2014)... Aug. 27, 2014  A novel biomarker for ... physicians better identify early-stage disease, when treatment can ... to a new study in The Journal of ... DGX ) and other institutions found ... outperformed conventional antibody-serum testing, including rheumatoid factor (RF) ...
(Date:8/27/2014)... (PRWEB) August 27, 2014 “We are ... technology vendors,” said Ven Thangaraj, CEO of Radiant Sage. ... that are taking the imaging corelab market to a ... corelabs and research organizations to efficiently and effectively manage ... the data to be analyzed and read by trained ...
(Date:8/27/2014)... , Aug. 27, 2014 Guggenheim Securities, the ... today announced the hiring of veteran equity analyst Charles ... analyst. Mr. Butler will focus on the biotech/biopharma sector. ... a wealth of experience and a broad network of ... Senior Managing Director and Head of Equities at Guggenheim ...
(Date:8/27/2014)... -- Reportbuyer.com has added a new market research ... Rational View https://www.reportbuyer.com/product/1595336/The-Graphene-Opportunity---A-Rational-View.html ... similar amount of hype currently surrounds graphene, with ... water treatment, but is graphene the only solution? ... Opportunity Report, authored by Tim Harper ...
Breaking Biology Technology:Novel Biomarker Detects Early Rheumatoid Arthritis Better than Conventional Methods Alone, According to Journal of Rheumatology Study 2Novel Biomarker Detects Early Rheumatoid Arthritis Better than Conventional Methods Alone, According to Journal of Rheumatology Study 3Novel Biomarker Detects Early Rheumatoid Arthritis Better than Conventional Methods Alone, According to Journal of Rheumatology Study 4Radiant Sage Named to CIOReview List of 100 Most Promising Technology Companies 2Guggenheim Securities Hires Analyst Charles "Tony" Butler to Expand Healthcare Coverage 2The Graphene Opportunity - A Rational View 2The Graphene Opportunity - A Rational View 3The Graphene Opportunity - A Rational View 4
... 11 Zimmer Holdings, Inc.,(NYSE: ZMH ; SWX: ... Blair & Company 28th Annual Growth Stock Conference in ... Time., A live webcast of the presentation can ... . The webcast will,be archived for replay following ...
... N.J., June 11 Veridex, LLC announced,today that it ... of the assets of Immunicon Corporation (OTC Bulletin,Board: IMMC) ... date,adjustments, plus the discharge and release of certain claims ... liabilities., The assets to be acquired include intellectual ...
... recognized in premier program ... for the medical technology community, ... the company,s RealHand High Dexterity (HD) instruments were,recognized with ... an excellent job thinking ,outside of the box, to ...
Cached Biology Technology:Veridex Announces Agreement to Acquire the Assets of Immunicon Corporation 2Novare Surgical Wins Medical Design Excellence Award 2
...
More cell-permeant than acridine orange....
Anti-rat Ig HRP detection kit...
One bottle containing 30 ml of protein solution and 0.1% sodium azide....
Biology Products: