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Thursday, August 11, 2022

August 11, 2022 - The 85% Rule for Learning

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TradeBriefs Editorial

From the Editor's Desk

The 85% Rule for Learning - Scott H Young

In many situations we find that there is a sweet spot in which training is neither too easy nor too hard, and where learning progresses most quickly. […] For all of these stochastic gradient-descent based learning algorithms, we find that the optimal error rate for training is around 15.87% or, conversely, that the optimal training accuracy is about 85%.

Continued here


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Trevor Noah Spots The Surefire Sign Trump's Guilty In New York Probe
Trevor Noah Spots The Surefire Sign Trump's Guilty In New York Probe
“Trump decided not to talk?” Noah asked on “The Daily Show” Wednesday. “I mean, now we know something shady is going on, right? Because when has Donald Trump ever refused to talk? We can’t get the man to stop talking! Donald Trump not talking is like Taylor Swift taking the bus: That’s not a thing. I didn’t even though this guy was capable of not talking. He must have been shocked.”


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Stephen Colbert Taunts Eric Trump's All-Too-Revealing Defense Of His Father
Stephen Colbert Taunts Eric Trump's All-Too-Revealing Defense Of His Father
“If there’s one thing I learned from my dad’s time in office, it’s that the president definitely interferes with the Justice Department,” Colbert said. “Nothing, no I’m serious. I am serious as a heart attack. Nothing happens without his approval... except me.”


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Kimmel Host David Alan Grier Taunts Guilty Bitch Trump With His Own Words
Kimmel Host David Alan Grier Taunts Guilty Bitch Trump With His Own Words
Earlier in the day, the former president invoked the Fifth Amendment some 440 times as he testified under oath in New York as part of an ongoing civil investigation into his business. But as Grier pointed out, Trump has had harsh words in the past for people who’ve used Fifth Amendment protections to avoid answering questions under oath.


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Joe Arpaio Loses Third Comeback Bid In Town Mayoral Race
Joe Arpaio Loses Third Comeback Bid In Town Mayoral Race
While his defiant streak played well with voters for many years, Arpaio faced heavy criticism for taking on policies that he knew were controversial and racking up $147 million in taxpayer-funded legal bills.


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'Little Mermaid' Star Halle Bailey Reveals How She Faced Racism Over Disney Role
'Little Mermaid' Star Halle Bailey Reveals How She Faced Racism Over Disney Role
Halle Bailey on her new #LittleMermaid role: \"I don\'t pay attention to the negativity; I just feel like this role is something bigger than me\" https://t.co/pidgYYQ0lw pic.twitter.com/rmUxbFSuYY


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Olivia Wilde Says Jason Sudeikis Publicly Served Papers To 'Embarrass' Her
Olivia Wilde Says Jason Sudeikis Publicly Served Papers To 'Embarrass' Her
“He could have served me discreetly, but instead he chose to serve me in the most aggressive manner possible. The fact that Jason would embarrass me professionally and put our personal conflict on public display in this manner is extremely contrary to our children’s best interests.”


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Millie Bobby Brown Opens Up About Coping With Hate, Harassment As A Child
Millie Bobby Brown Opens Up About Coping With Hate, Harassment As A Child
“Of course, people can look at it as pressure or scary, but I think that’s the most exciting part of my job,” she told Allure. “People are all looking at me, ‘What are you going to say, Millie?’ I’m going to say, ‘Young girls deserve an education. Young people everywhere deserve equal rights. [You] deserve to love the people that you want to love. Be the people that you want to be and achieve the dreams that you want to achieve.’ That’s my message.”


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Ethereum just pulled off its final test run ahead of one of the most important events in crypto
Ethereum just pulled off its final test run ahead of one of the most important events in crypto
Beiko said that testing the merge has allowed developers to ensure that the software running the ethereum protocol was stable and \"that everything built on top of the network was ready for the transition.\"


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This CEO developed what's been dubbed Asia's Tesla of scooters. Here are his top tips
This CEO developed what's been dubbed Asia's Tesla of scooters. Here are his top tips
Luke is no stranger to innovation — he has worked at Microsoft, where he led product ideation and brand development for its important products, including the original Xbox and Windows XP. 


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Ethereum just completed the Goerli 'merge.' The real deal is nextheres what to know
Ethereum just completed the Goerli 'merge.' The real deal is nextheres what to know
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When it comes to changing culture, think small
When it comes to changing culture, think small
© PwC. All rights reserved. PwC refers to the PwC network and/or one or more of its member firms, each of which is a separate legal entity. Please see www.pwc.com/structure for further details. Mentions of Strategy& refer to the global team of practical strategists that is integrated within the PwC network of firms. For more about Strategy&, see www.strategyand.pwc.com. No reproduction is permitted in whole or part without written permission of PwC. “strategy+business” is a trademark of PwC.


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Kiribati constitutional crisis deepens as it detains Australian-born high court justice
Kiribati constitutional crisis deepens as it detains Australian-born high court justice
The Guardian understands that Lambourne re-entered Kiribati this month on a visitor visa, having received assurances from immigration officials that he would be issued a work visa once in the country.


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New Zealand tourism minister makes pitch to the rich as he spurns $10-a-day travellers
New Zealand tourism minister makes pitch to the rich as he spurns $10-a-day travellers
Before Covid-19, international tourism made up a huge chunk of the country's economy - its direct and indirect contribution is 9.3% of GDP - but increasing visitor numbers had also prompted growing concerns about environmental degradation, overcrowding and pressure on infrastructure.


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Rinehart-backed joint venture pledges $1bn gas expansion but hurdles remain
Rinehart-backed joint venture pledges $1bn gas expansion but hurdles remain
Dorinda Cox, Greens spokesperson for mining and resources, said the government was heading the wrong way by creating a vision for Australia’s future resources industry that was backed in by coal and gas.


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Covid may have peaked in Australias aged care workforce after cases doubled in July
Covid may have peaked in Australias aged care workforce after cases doubled in July
But she warned the preparation for the next wave must begin immediately, including through better vigilance on infection prevention and control, improved access to personal protective equipment, and improved booster vaccination rates.


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Labor to back new fossil fuel projects that stack up economically and environmentally
Labor to back new fossil fuel projects that stack up economically and environmentally
"The fight to stop new coal and gas is already underway around the country, from the opening of the Beetaloo oil and gas basin, to the Scarborough, Barossa and Narrabri projects, and the Greens will be a big part of those fights."


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NSW oyster farmers devastated by QX parasite outbreak and back-to-back floods
NSW oyster farmers devastated by QX parasite outbreak and back-to-back floods
“[We] need more support on the hatcheries so we can get more stock grown,” O’Sullivan said. “If we don’t have the hatcheries there’s not going to be an oyster industry around here much longer.”


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Angry Victorians join a rush of new micro-parties eyeing a seat in the states parliament
Angry Victorians join a rush of new micro-parties eyeing a seat in the states parliament
"I wouldn't described it in those terms. Candidates run, they'll all put forward agendas. I think the people of Victoria are a good deal smarter than what some people give them credit for and they'll make their judgments about who they want to vote for," he told reporters on Thursday.


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More than 60,000 people sign petition urging NSW to raise the age of criminal responsibility
More than 60,000 people sign petition urging NSW to raise the age of criminal responsibility
“This has been on the agenda for over three years sitting at their table,” Axleby said. “The time has come for us to be creative and to try and create a new pathway for the future generations of young Australians.”


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Russia-Ukraine war: first wheat shipments to leave next week; UN to discuss Zaporizhzhia nuclear plant crisis live
Russia-Ukraine war: first wheat shipments to leave next week; UN to discuss Zaporizhzhia nuclear plant crisis  live
Ukraine's overseas creditors have backed its request for a two-year freeze on payments on almost $20bn in international bonds, allowing it to avoid a debt default, Reuters reported. Ukraine's prime minister says it will save the country almost $6bn, while helping to stabilise its economy and strengthen its army.


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Russian warplanes destroyed in Crimea airbase attack, satellite images show
Russian warplanes destroyed in Crimea airbase attack, satellite images show
The Washington-based Institute for the Study of War said it could not independently determine what caused the explosions but noted that simultaneous blasts in two places at the base probably rule out an accidental fire but not sabotage or a missile attack.


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Ukraine accuses Russia of shelling near nuclear plant, killing 13 civilians
Ukraine accuses Russia of shelling near nuclear plant, killing 13 civilians
Moscow pressed its campaign on multiple fronts on Wednesday. Ukraine’s military reported Russian forces shelled about 28 towns in the north-east, the south-west and south including the Kharkiv, Donetsk and Kherson regions. Ukraine’s general staff said in an unverified statement that Ukrainian counterattacks forced Russian troops to retreat in most of them.


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Islamic State: Aine Davis charged with terror offences after arrest in UK
Islamic State: Aine Davis charged with terror offences after arrest in UK
A spokesperson for the CPS special crime and counter-terrorism division said: “The CPS authorised the Metropolitan police to charge Aine Leslie Junior Davis for terrorism offences in 2014, and after being deported to England by Turkish authorities he has been arrested at Luton airport following his return to the UK.


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Marcus Mumford: I was sexually abused as a child
Marcus Mumford: I was sexually abused as a child
Mumford also confirmed that his band will continue as a trio after the departure of Winston Marshall, who quit the group in June 2021 after his support of a conservative journalist sparked backlash.




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