Sentences with phrase «than individual models»

The model ensemble is more accurate than individual models.

Gavin notes that the average of many models is frequently «closer to the observations» than any individual model.

While multi-model ensemble results are probably more reliable than individual model results, each of the individual model results can be viewed as at least plausible at this time.

It's more of a team model than an individual model.»

Not exact matches

Ayyadurai bases his claims on systems biology, a computational model that looks at biology as a whole, rather than individual components.

As the Post reported: To develop its psychographic models, Cambridge surveyed more than 150,000 households across the country and scored individuals using five basic traits: openness, conscientiousness, extraversion, agreeableness and neuroticism.

Conversely, our model portfolio typically has more exposure to individual stocks, rather than ETFs, in strong and steady markets.

Accordingly, entrepreneurial individuals using blockchain to earn a living can cut out middlemen, keep their data to themselves, and access P2P models that help them stay leaner than opaque dot - com - era alternatives.

SCL claimed to be able to do a new type of political targeting that would be based on modeling individuals» personalities (rather than just demographic traits like age, race, or gender, as is traditional).

This makes sense, since often times, high net worth individuals seek the safety and yield of munis, and the market infers a slight spread above Treasuries since a municipality is more likely to default on a loan than the US government, which can always just print more money under the US Fiat currency model.

Furthermore, the program was based on a model of ministry that was more psychological than theological, and it addressed individuals more than communities.

Leibniz almost got the point in the very time of the first microscopic perceptions of micro-organisms, but he could not free himself from the mechanical model and so, though he held that every individual at least feels, he did not attribute even the least creativity, originative power, to any individual other than God, who thus had no proper place in the system.

This tentative model for understanding the causes of problem drinking is offered in the report of the Cooperative Commission on the Study of Alcoholism: «An individual who (1) responds to beverage alcohol in a certain way, perhaps physiologically determined, by experiencing intense relief and relaxation, and who (2) has certain personality characteristics, such as difficulty in dealing with and overcoming depression, frustration, and anxiety, and who (3) is a member of a culture in which there is both pressure to drink and culturally induced guilt and confusion regarding what kinds of drinking behavior are appropriate, is more likely to develop trouble than will most other people.»

One way to proceed may be to begin to reconceptualise the relationship between media and society on an environmental model rather than an individual causative one.

This is an incredibly difficult question to answer for a variety of reasons, most importantly because over the years our once vaunted «beautiful» style of play has become a shadow of it's former self, only to be replaced by a less than stellar «plug and play» mentality where players play out of position and adjustments / substitutions are rarely forthcoming before the 75th minute... if you look at our current players, very few would make sense in the traditional Wengerian system... at present, we don't have the personnel to move the ball quickly from deep - lying position, efficient one touch midfielders that can make the necessary through balls or the disciplined and pacey forwards to stretch defences into wide positions, without the aid of the backs coming up into the final 3rd, so that we can attack the defensive lanes in the same clinical fashion we did years ago... on this current squad, we have only 1 central defender on staf, Mustafi, who seems to have any prowess in the offensive zone or who can even pass two zones through so that we can advance play quickly out of our own end (I have seen some inklings that suggest Holding might have some offensive qualities but too early to tell)... unfortunately Mustafi has a tendency to get himself in trouble when he gets overly aggressive on the ball... from our backs out wide, we've seen pace from the likes of Bellerin and Gibbs and the spirited albeit offensively stunted play of Monreal, but none of these players possess the skill - set required in the offensive zone for the new Wenger scheme which requires deft touches, timely runs to the baseline and consistent crossing, especially when Giroud was playing and his ratio of scored goals per clear chances was relatively low (better last year though)... obviously I like Bellerin's future prospects, as you can't teach pace, but I do worry that he regressed last season, which was obvious to Wenger because there was no way he would have used Ox as the right side wing - back so often knowing that Barcelona could come calling in the off - season, if he thought otherwise... as for our midfielders, not a single one, minus the more confident Xhaka I watched played for the Swiss national team a couple years ago, who truly makes sense under the traditional Wenger model... Ramsey holds onto the ball too long, gives the ball away cheaply far too often and abandons his defensive responsibilities on a regular basis (doesn't score enough recently to justify): that being said, I've always thought he does possess a little something special, unfortunately he thinks so too... Xhaka is a little too slow to ever boss the midfield and he tends to telegraph his one true strength, his long ball play: although I must admit he did get a bit better during some points in the latter part of last season... it always made me wonder why whenever he played with Coq Wenger always seemed to play Francis in a more advanced role on the pitch... as for Coq, he is way too reckless at the wrong times and has exhibited little offensive prowess yet finds himself in and around the box far too often... let's face it Wenger was ready to throw him in the trash heap when injuries forced him to use Francis and then he had the nerve to act like this was all part of a bigger Wenger constructed plan... he like Ramsey, Xhaka and Elneny don't offer the skills necessary to satisfy the quick transitory nature of our old offensive scheme or the stout defensive mindset needed to protect the defensive zone so that our offensive players can remain aggressive in the final third... on the front end, we have Ozil, a player of immense skill but stunted by his physical demeanor that tends to offend, the fact that he's been played out of position far too many times since arriving and that the players in front of him, minus Sanchez, make little to no sense considering what he has to offer (especially Giroud); just think about the quick counter-attack offence in Real or the space and protection he receives in the German National team's midfield, where teams couldn't afford to focus too heavily on one individual... this player was a passing «specialist» long before he arrived in North London, so only an arrogant or ignorant individual would try to reinvent the wheel and / or not surround such a talent with the necessary components... in regards to Ox, Walcott and Welbeck, although they all possess serious talents I see them in large part as headless chickens who are on the injury table too much, lack the necessary first - touch and / or lack the finishing flair to warrant their inclusion in a regular starting eleven; I would say that, of the 3, Ox showed the most upside once we went to a back 3, but even he became a bit too consumed by his pending contract talks before the season ended and that concerned me a bit... if I had to choose one of those 3 players to stay on it would be Ox due to his potential as a plausible alternative to Bellerin in that wing - back position should we continue to use that formation... in Sanchez, we get one of the most committed skill players we've seen on this squad for some years but that could all change soon, if it hasn't already of course... strangely enough, even he doesn't make sense given the constructs of the original Wenger offensive model because he holds onto the ball too long and he will give the ball up a little too often in the offensive zone... a fact that is largely forgotten due to his infectious energy and the fact that the numbers he has achieved seem to justify the means... finally, and in many ways most crucially, Giroud, there is nothing about this team or the offensive system that Wenger has traditionally employed that would even suggest such a player would make sense as a starter... too slow, too inefficient and way too easily dispossessed... once again, I think he has some special skills and, at times, has showed some world - class qualities but he's lack of mobility is an albatross around the necks of our offence... so when you ask who would be our best starting 11, I don't have a clue because of the 5 or 6 players that truly deserve a place in this side, 1 just arrived, 3 aren't under contract beyond 2018 and the other was just sold to Juve... man, this is theraputic because following this team is like an addiction to heroin without the benefits

Time for some brutal honesty... this team, as it stands, is in no better position to compete next season than they were 12 months ago, minus the fact that some fans have been easily snowed by the acquisition of Lacazette, the free transfer LB and the release of Sanogo... if you look at the facts carefully you will see a team that still has far more questions than answers... to better show what I mean by this statement I will briefly discuss the current state of affairs on a position - by - position basis... in goal we have 4 potential candidates, but in reality we have only 1 option with any real future and somehow he's the only one we have actively tried to get rid of for years because he and his father were a little too involved on social media and he got caught smoking (funny how people still defend Wiltshire under the same and far worse circumstances)... you would think we would want to keep any goaltender that Juventus had interest in, as they seem to have a pretty good history when it comes to that position... as far as the defenders on our current roster there are only a few individuals whom have the skill and / or youth worthy of our time and / or investment, as such we should get rid of anyone who doesn't meet those simple requirements, which means we should get rid of DeBouchy, Gibbs, Gabriel, Mertz and loan out Chambers to see if last seasons foray with Middlesborough was an anomaly or a prediction of things to come... some fans have lamented wildly about the return of Mertz to the starting lineup due to his FA Cup performance but these sort of pie in the sky meanderings are indicative of what's wrong with this club and it's wishy - washy fan - base... in addition to these moves the club should aggressively pursue the acquisition of dominant and mobile CB to stabilize an all too fragile defensive group that has self - destructed on numerous occasions over the past 5 seasons... moving forward and building on our need to re-establish our once dominant presence throughout the middle of the park we need to target a CDM then do whatever it takes to get that player into the fold without any of the usual nickel and diming we have become famous for (this kind of ruthless haggling has cost us numerous special players and certainly can't help make the player in question feel good about the way their future potential employer feels about them)... in order for us to become dominant again we need to be strong up the middle again from Goalkeeper to CB to DM to ACM to striker, like we did in our most glorious years before and during Wenger's reign... with this in mind, if we want Ozil to be that dominant attacking midfielder we can't keep leaving him exposed to constant ridicule about his lack of defensive prowess and provide him with the proper players in the final third... he was never a good defensive player in Real or with the German National squad and they certainly didn't suffer as a result of his presence on the pitch... as for the rest of the midfield the blame falls squarely in the hands of Wenger and Gazidis, the fact that Ramsey, Ox, Sanchez and even Ozil were allowed to regularly start when none of the aforementioned had more than a year left under contract is criminal for a club of this size and financial might... the fact that we could find money for Walcott and Xhaka, who weren't even guaranteed starters, means that our whole business model needs a complete overhaul... for me it's time to get rid of some serious deadweight, even if it means selling them below what you believe their market value is just to simply right this ship and change the stagnant culture that currently exists... this means saying goodbye to Wiltshire, Elneny, Carzola, Walcott and Ramsey... everyone, minus Elneny, have spent just as much time on the training table as on the field of play, which would be manageable if they weren't so inconsistent from a performance standpoint (excluding Carzola, who is like the recent version of Rosicky — too bad, both will be deeply missed)... in their places we need to bring in some proven performers with no history of injuries... up front, although I do like the possibilities that a player like Lacazette presents, the fact that we had to wait so many years to acquire some true quality at the striker position falls once again squarely at the feet of Wenger... this issue highlights the ultimate scam being perpetrated by this club since the arrival of Kroenke: pretend your a small market club when it comes to making purchases but milk your fans like a big market club when it comes to ticket prices and merchandising... I believe the reason why Wenger hasn't pursued someone of Henry's quality, minus a fairly inexpensive RVP, was that he knew that they would demand players of a similar ilk to be brought on board and that wasn't possible when the business model was that of a «selling» club... does it really make sense that we could only make a cheeky bid for Suarez, or that we couldn't get Higuain over the line when he was being offered up for half the price he eventually went to Juve for, or that we've only paid any interest to strikers who were clearly not going to press their current teams to let them go to Arsenal like Benzema or Cavani... just part of the facade that finally came crashing down when Sanchez finally called their bluff... the fact remains that no one wants to win more than Sanchez, including Wenger, and although I don't agree with everything that he has done off the field, I would much rather have Alexis front and center than a manager who has clearly bought into the Kroenke model in large part due to the fact that his enormous ego suggests that only he could accomplish great things without breaking the bank... unfortunately that isn't possible anymore as the game has changed quite dramatically in the last 15 years, which has left a largely complacent and complicit Wenger on the outside looking in... so don't blame those players who demanded more and were left wanting... don't blame those fans who have tried desperately to raise awareness for several years when cracks began to appear... place the blame at the feet of those who were well aware all along of the potential pitfalls of just such a plan but continued to follow it even when it was no longer a financial necessity, like it ever really was...

Although you can also look at football helmet ratings, the NOCSAE cautions «against an over-reliance on any individual data point, rating or measurement which could lead to inaccurate conclusions or even a false sense of security that one helmet brand or model guarantees a measurably higher level of concussion protection than another for a particular athlete.»

We differentiated between computational approaches (either based on volume data, such as the number of mentions related to a party or candidate or the occurrence of particular hashtags; or endorsement data, such as the number of Twitter followers, Facebook friends or the number of «likes» received on Facebook walls), sentiment analysis approaches, that pay attention to the language and try to attach a qualitative meaning to the comments (posts, tweets) published by social media users employing automated tools for sentiment analysis (i.e., via natural language processing models or the employment of pre-defined ontological dictionaries), and finally what we call supervised and aggregated sentiment analysis (SASA), that is, techniques that exploit the human codification in their process and focus on the estimation of the aggregated distribution of the opinions, rather than on individual classification of each single text (Ceron et al. 2016).

There is a limitation to the model: the WAS data underpinning it does not capture the value of residential properties that are owned by entities other than private individuals and households, which HMRC statistics suggest are a relatively large share of high - value properties (for example, two - thirds of properties built for more than # 2 million in the UK were purchased by companies or trusts).

Helpfully he had come armed with suggestions for how this might be done: extending the kinds of business models that the ownership commission reported upon the day after the jobs summit; ecosystem policy, rather than industrial policy; a twenty - first century social contract, which would allow individuals to mitigate the risk in their lives; and a state - backed infrastructure bank.

By modelling the atomic vibration of individual atoms in such clusters realistically, external atoms on the surface of the structure can be «seen'to vibrate more than internal atoms.

«Within the debates about careers in science, we often tend to reproduce a model of locating all the capacities for innovation within the individuals, rather than thinking about how do we build good teams of people who can be creative and innovative,» Müller says.

«Modeling studies in humans have shown that targeting central individuals for vaccination is significantly more effective than randomly vaccinating,» Rushmore said.

The modeled snowflake shown in the video is less than half an inch (one centimeter) long and composed of many individual ice crystals whose arms became entangled when they collided in midair.

Rather than searching for and counting each individual nest, researchers recorded how many oystercatchers they observed within suitable nesting habitat and then modeled the size of the breeding population from this data.

The current model combines data from individuals relating to all these factors, making it more accurate than previous models and easier to verify with future clinical studies.

Researchers gave animal models an oral supplement of spermidine and found that they lived longer and were less likely than untreated individuals to have liver fibrosis and cancerous liver tumors, even when predisposed for those conditions.

It urges the government to foster cooperation — as well as healthy competition — among the centers and between them and outside labs by following a U.S. - style funding model that emphasizes research programs that cut across many institutions rather than block grants to individual facilities.

The finding that Neandertals are on average closer to individuals in Eurasia than to individuals in Africa thus presents a challenge to the strictest version of the «Out of Africa» model; however variations of this model are plausible.

Previous studies have focused on understanding the behavior of individual terrorists (as people) rather than studying the different attacks by modeling their relationship with each other.

This is more difficult to do for communities than for individual bacteria, but my biggest wish would be to define five or ten model communities that everybody can study, so their discoveries will add to each other.

The real world will behave more like an individual model run — which does show variations — than the average from all the models together, the scientists explain.

There's more to these findings than just lofty philosophical quandaries, though: If ravens really do possess a level of social cognition comparable to humans and other large primates, the birds might serve as better animal models to study this kind of behavior in the lab — which could help scientists understand why some humans are better at this kind of inference than others, and why some individuals can't manage it at all.

To better understand this complex tissues and its functions — and the diseases that affect it — a multicenter team led by researchers at the Broad Institute of MIT and Harvard and Massachusetts General Hospital has released a census of the cells that make up the lining of the small intestine, using gene expression profiles of more than 53,000 individual cells from the mouse gut or gut organoid models.

It is proactive rather than reactive, focuses on the individual patient, emphasizes wellness, and will create a virtual cloud of billions of health data points for each person that can be reduced to simple models about how to optimize wellness and minimize disease.

The researchers hoped to create a cellular model to parse the effects of specific gene mutations, according to a press release, but in the process they discovered that skin cells from FOP patients were much more readily converted into iPSCs than cells from healthy individuals.

Analysis of the 14 dynamical model contributions shows that the range among the individual outlooks is less than last year and as a whole.

Previous discussions of model preference by non-humans have argued that dominant individuals may be copied by subordinates due to fear of aggression, rather than as a result of freely conferred prestige [25].

However the models indicated that detection probability for secondary sampling occasions of individuals marked as adults (0.16 + − SE 0.02) was greater than that of young individuals (0.11 + − SE 0.02).

«The strong evidence that abnormal TDP - 43 protein is involved in the development of ALS, coupled with models that may replicate ALS more faithfully than other tools, may speed development of therapies for the thousands of individuals diagnosed with this devastating disease.»

In order to accurately model the behavior of the accretion disk that orbits our galaxy's supermassive black hole, the researchers used a method that tracked the motion and path of individual particles — rather than one that treats the motion of plasma as a macroscopic fluid.

«This technology should allow us to very rapidly model neurodegenerative diseases in a dish by making nerve cells from individual patients in just a matter of days — rather than the months required previously,» said Dr. Lipton.

Some online businesses are better than other individuals, and even specific models has to be distinguished.

To determine whether cardiovascular fitness was differentially correlated with one domain of cognitive performance more than others, we repeated the adjusted models with the exact same set of individuals who had complete records in all domains (n = 883,740).

In focusing on individual school models and putting forth an open call for ideas — rather than insisting on a prescribed list of policy - related preferences — the initiative appeared to depart significantly from the kind of education grant making that has been practiced for the past 15 years by philanthropists such as the Gates, Walton, and Broad families.

This model of leadership development is simplistic; it errs in conceiving of leadership as a property of a few, select individuals, rather than as an input into a variety of situations.

As the values necessary for this century change, teachers are modeling them as a part of their teaching practice: tolerance, valuing difference, peacefully resolving conflict, views wider than just individual curriculum areas, global awareness, future orientations, and the importance of reflection in learning.

«What I had no control over were the insensitive teachers who created roadblocks to their achievements, who assaulted their developing senses of self, who refused to take the time or expend the energy to teach to an individual rather than from a standardized student model.»

Rather than ask students to learn at a uniform pace, the D51 model allows individual students to progress from one curriculum concept to the next as soon as they demonstrate proficiency.

This is in part because there are many other influences on student gains other than individual teachers, and in part because teachers» value - added ratings are affected by differences in the students who are assigned to them, even when statistical models try to control for student demographic variables.