Your English writing platform
Discover LudwigSuggestions(5)
Exact(7)
Over the years, the community edited and moderated millions of features to improve Maps, Google said in the announcement.
This is due to the fact that the vocabulary size may exceed millions of features; far more than can be processed by any feature selection tool within a reasonable period of time.
By contrast, current computer chips are made with photolithography, in which ultraviolet (UV) light is shone simultaneously through millions of features on a stencil onto a silicon wafer coated with plastics that absorb the light.
Big data reduction is mainly considered to be the dimension reduction problem because the massive collection of big data streams introduces the 'curse of dimensionality' with millions of features (variables and dimensions) that increases the storage and computational complexity of big data systems [5].
Using Trackster, even datasets with millions of features or mapped reads can be explored smoothly at any level of detail, from a complete chromosome of data down to individual reads.
One of the common scenarios include the construction of millions of features, and their filtering for further joint analysis a task which can be also effectively addressed by our methods.
Similar(53)
Classification or identification of cells from images is often done using hundreds of features (e.g., see refs 71 and 75).
Such generalization greatly helps when we have a large number of variables, such as in a typical RNA-seq experiment that may have hundreds to hundreds of thousands of features (e.g., transcripts) but a much smaller sample size.
He developed a fully-automated algorithm to extract thousands of features from whole-slide histopathology images, discovered the molecular mechanisms underpinning the microscopic phenotypes of tumor cells, and successfully identified previously unknown cellular morphologies associated with patient prognosis.
The thing is that no one wants another Photoshop with thousands of features.
There are usually thousands to tens of thousands of features, and this is where the bulk of the engineering work happens and product intuition is encoded.
More suggestions(15)
Write better and faster with AI suggestions while staying true to your unique style.
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com