Sentences with phrase «steps of your algorithm»

This subsample, with no particular statistical property, represents a training set that will be used by the second step of the algorithm to classify all the unread documents (the test set).

This repeatedly tests steps of your algorithm and inputs random data into your parameters.

Not exact matches

A source with knowledge of Twitter's plans said that future steps could include requiring an account that has been flagged as abusive by the algorithm to provide a verified phone number or email address before the restriction is lifted.

According to a blog post by Ed Ho, Twitter's VP of engineering, if the service's algorithm detects abuse, it will take one of a number of steps to reduce the potential reach and harm of those tweets, including limiting the harasser's account for a set time period.

«It was time for me to step away,» says Greenfield, whose Portsmouth, N.H. - based company uses sophisticated software and algorithms to measure the effectiveness of advertising.

Essentially, search engines like Google have algorithms that determine which posts rise to the top of the results, and while the details of these algorithms are not privy to the public, there are certain known factors taken into account that allow web creators to make conscious steps to move up in the Google ranking.

By taking all of the aforementioned proactive steps, by the time your site recovers from one of Google's core algorithm updates, your business will have strengthened.

An important step was hiring Mohammad Sabah, the former head of Facebook's data team and ex-employee of Netflix, who helped develop the company's recommendation algorithm.

The project is detailed in the contract as a seven step process — with Kogan's company, GSR, generating an initial seed sample (though it does not specify how large this is here) using «online panels»; analyzing this seed training data using its own «psychometric inventories» to try to determine personality categories; the next step is Kogan's personality quiz app being deployed on Facebook to gather the full dataset from respondents and also to scrape a subset of data from their Facebook friends (here it notes: «upon consent of the respondent, the GS Technology scrapes and retains the respondent's Facebook profile and a quantity of data on that respondent's Facebook friends»); step 4 involves the psychometric data from the seed sample, plus the Facebook profile data and friend data all being run through proprietary modeling algorithms — which the contract specifies are based on using Facebook likes to predict personality scores, with the stated aim of predicting the «psychological, dispositional and / or attitudinal facets of each Facebook record»; this then generates a series of scores per Facebook profile; step 6 is to match these psychometrically scored profiles with voter record data held by SCL — with the goal of matching (and thus scoring) at least 2M voter records for targeting voters across the 11 states; the final step is for matched records to be returned to SCL, which would then be in a position to craft messages to voters based on their modeled psychometric scores.

Adaptive step - size algorithm for Fourier beam - propagation method with absorbing boundary layer of auto - determined width

With a dedicated team of data scientists and cutting - edge machine learning algorithms, Riskified is continuously developing new fraud prevention tools to maintain its position as the world's leading risk management platform, keeping our merchants one step ahead of frauds.

As chemist Manfred Eigen writes in Steps Towards Life, «Our task is to find an algorithm, a natural law that leads to the origin of information.»

Ions trapped by electric fields and controlled via laser enable the device to run any algorithm, or sequential operation of steps, using 5 qubits.

But our algorithm goes a step further — it can address a wide variety of problems at the same time.»

«New algorithm repairs corrupted digital images in one step: Technique uses the power of artificial neural networks to address several types of flaws and degradations in a single image at once.»

This part of the experiment is crucial, because it demonstrates that the algorithm can be trained using thoughts alone — a vital step if people without the use of their limbs are to use the technology.

The quantum Fourier transform is the crucial final step in Shor's algorithm, and it acts on a register of qubits to determine the periodicity of the quantum state's amplitudes.

One possible solution is the use of cardiac output monitoring to guide administration of intravenous fluid and inotropic drugs as part of a hemodynamic (blood flow) therapy algorithm (a step - by - step protocol for management of a health care issue).

As a rough guide, for a 10,000 square matrix, the classical algorithm would take on the order of a trillion computational steps, the first quantum algorithm some 10,000 s of steps and the new quantum algorithm just 100s of steps.

In this cluster - randomized trial, 39 community gastroenterology practices in Canada or Belgium were randomly assigned to a conventional management approach or to an accelerated step - care algorithm that featured early use of combined adalimumab / antimetabolite therapy.

Any results that are reported to constitute a blinded, independent validation of a statistical model (or mathematical classifier or predictor) must be accompanied by a detailed explanation that includes: 1) specification of the exact «locked down» form of the model, including all data processing steps, algorithm for calculating the model output, and any cutpoints that might be applied to the model output for final classification, 2) date on which the model or predictor was fully locked down in exactly the form described, 3) name of the individual (s) who maintained the blinded data and oversaw the evaluation (e.g., honest broker), 4) statement of assurance that no modifications, additions, or exclusion were made to the validation data set from the point at which the model was locked down and that neither the validation data nor any subset of it had ever been used to assess or refine the model being tested

Crazy Stone employs an algorithm called a Monte Carlo tree search that, instead of trying to calculate every possible sequence of plays, samples only some of them by using a random number generator at each step to choose between different possible moves.

«I think this is an exciting step that this paper makes, and I think it's part of a broader development» in such algorithms, says Vincent Conitzer, a computer scientist at Duke University in Durham, North Carolina.

«Our algorithm allows researchers to identify which part of a molecule is most susceptible to mechanical stress, and thus the algorithm is a significant step in the design of more efficient ways of harnessing mechanical energy to activate chemical reactions,» Quapp said.

Many machine - learning algorithms develop deliberative processes that involve so many thousands of complex steps that they're impossible for people to review.

But the algorithm also carries out other steps, such as periodically exchanging portions of players» cake stashes in a carefully controlled way, with an eye toward increasing the number of domination relationships between players.

The algorithm is extraordinarily complex: Dividing a cake among n players can require as many as n ^ n ^ n ^ n ^ n ^ n steps and a roughly equivalent number of cuts.

«Our algorithm is a small step,» says Ilya Nemenman, lead author of the study and a professor of physics and biology at Emory University.

The next step for the research team will be to test the algorithm in different populations and increase the decision power of the system with continuous updates on lung function data with a validated clinical diagnosis.

Lloyd's team showed that while the number of steps in the classical algorithm scales with the number of equations, for the quantum version, it scales with the logarithm of that number — equivalent to solving a trillion equations in a few hundred steps.

In their next steps, the researchers are undertaking the VITAL 2.0 study to determine if the VIPS device can use complex machine learning algorithms to teach itself how to discriminate between minor and severe stroke without the help of neurologists.

«This is, in some sense, the reason why quantum computers can be so much more powerful: with the same number of bits, they allow us to write a computer code that contains many more words, and we can use those extra words to run a different algorithm that reaches the result in a smaller number of steps.»

Pairwise alignments were calculated using Shuffle - LAGAN (window size, 400 bp; step size 40 bp; translated anchoring), a glocal alignment algorithm that is able to calculate optimal alignments by using both local alignments and global maps of sequence rearrangements (e.g. duplications of the fiber gene in adenovirus genomes with 2 fibers)[57].

Ph.D. graduate Sehoon Ha and Professor Karen Liu developed a new algorithm that tells a robot how to react to a wide variety of falls — from a single step to recover from a gentle nudge, to a rolling motion that breaks a high - speed fall.

Years after its original impact in functional analysis, computer scientists found that the JL lemma can act as a preprocessing step, allowing the dimensions of data to be significantly reduced before running algorithms.

Since T cells can only recognize neoantigens that are «presented» to them by HLA molecules of the immune system, a key step in making the vaccine is using computer algorithms to predict which neoantigen peptides will bind strongly to the HLA molecules for recognition by T cells.

The scientists used diffusion maps — a basic way to order snapshots of single cells along their developmental journey — but they plan to study developmental trajectories using a new algorithm called Wishbone, which uses single - cell RNA sequencing and mass cytometry data to specifically model branching steps during cell differentiation (Nat Biotechnol, 34:637 - 45, 2016).

In addition to k - mer length, Karp users can adjust the thresholds for minimum frequency during the update step of the EM algorithm and the likelihood filter z - score.

The single - locus Wright - Fisher forward algorithm is, however, exceedingly parallelizable, with many steps which are so - called embarrassingly parallel, consisting of a vast number of individual computations that are all independent of each other and thus capable of being performed concurrently.

While the cycle - tracking apps of old relied on averages to calculate your fertile days, the new - and - improved versions go a few steps further, offering special algorithms and even temperature tracking to predict ovulation, aka the time of the month when a mature egg is released from an ovary and makes it's way down one of your fallopian tubes, ready to be fertilized.

This step involves answering questions that are used as part of a scientific matchmaking algorithm and it makes sense that a service focused on intelligence should employ a smart matching feature.

Thanks to the vagaries of Netflix's recommendation algorithm, it doesn't take more than a few steps to go from family - friendly kiddie pabulum like The Smurfs 2 to a left - field oddity like The Trotsky, a 2009 Canadian comedy that re-imagines Rushmore as a tongue - in - cheek Marxist crowd - pleaser.

Whilst the program itself is straightforward, the tutorial is designed to get students thinking about the steps required to solve real - world problems through the development of algorithms / flowcharts, leading to program implementation.

A PowerPoint slide show with step by step animated examples of how to solve simultaneous equations, that pupils can use as algorithms if required.

This PowerPoint presentation includes various fun activities based around: What programming is and why it is important Variables and constants BASIC Commands and their Scratch alternatives (PRINT, CLS, INPUT, END, REM, LET) Conditional Statements — IF THEN ELSE, SELECT CASE, GOTO Loops - FOR NEXT, DO WHILE, WHILE WEND Setting Real World programming challenges Combining programming with other topics ========================================================================= Part one, which contains various fun activities based around: Computational thinking (simplified)-- breaking down a bigger task into smaller steps and finding solutions Algorithms — Step - by - step ordered instructions Flow Charts — Graphical representations of algorithms Pseudocode — A half - code outline of a program written for humans to uAlgorithms — Step - by - step ordered instructions Flow Charts — Graphical representations of algorithms Pseudocode — A half - code outline of a program written for humans to understStep - by - step ordered instructions Flow Charts — Graphical representations of algorithms Pseudocode — A half - code outline of a program written for humans to underststep ordered instructions Flow Charts — Graphical representations of algorithms Pseudocode — A half - code outline of a program written for humans to ualgorithms Pseudocode — A half - code outline of a program written for humans to understand.

Follow, describe and represent a sequence of steps and decisions (algorithms) needed to solve simple problems

States love to have kids figure out many ways to add, subtract, multiply, and divide, but often leave off the capstone standard of fluency with the standard algorithms (traditional step - by - step procedures for the addition, subtraction, multiplication, and division of whole numbers).

Alongside this is the need to use logic, and to develop algorithms, that is, creating a series of steps to reach a desired result.

It is evident in mathematics when discussing algorithms and how a numerical problem might be solved through a number of steps.

An algorithm is a set of instructions used to complete a task, and the sequence, or order, of the steps is important.