Sentence examples for is desirable to work from inspiring English sources

Since Deep Learning deals with data abstraction it is desirable to work with raw data in different formats and resources (variety in Big Data) and minimize a need for feature selection from new data type observed in Big Data.

Generally in machine learning, it is desirable to work with low-dimensional feature vectors (FVs) to reduce computational complexity, and also to avoid the so-called curse of dimensionality phenomenon [2], which basically states that in high-dimensional representations the available data become too sparse for any decent statistical or structural analysis.

As, for most people it is desirable to work in the highest skill level of their field, a grad degree opens doors that, though inherently financial, are nonetheless more fulfilling for the person who appreciates his or her field.

Simulation may miss some aspects of real data; therefore, it is desirable to work with real datasets.

For many non-invasive in vivo applications, it is desirable to work with the re-emission geometry where the illumination and collection are done on the same surface.

Although it is desirable to work with real datasets, they are accompanied by the problem of not knowing the true genomic location of the reads.

Obviously, it would be desirable to work with the HO2 protein with a diamagnetic heme; however, that state is not available in either the ferric or ferrous forms.

For urban areas, it might have been desirable to work at a smaller geographical unit than 'communes', but demographic and professional data were not available at this level.

Unsurprisingly as a result the IMF suggests international cooperation will be desirable to make these taxes work.

The mayor had initially said opening windows would overwork the air cooling system and cause more emissions to be pumped out from the bus, telling the London assembly in June: "It would not be desirable to make air-cooling units work harder to nullify the effects of warmer air entering the bus through open windows".

While the data acquisition speed of the prototype system was relatively fast, for clinical work it would be desirable to go even faster in order to avoid any issues with motion artifact.