The phrase "augmenting data" is correct and usable in written English.
It can be used in contexts related to data analysis, machine learning, or any field where enhancing or increasing the amount of data is relevant.
Example: "The researchers focused on augmenting data to improve the accuracy of their predictive models."
Alternatives: "enhancing data" or "increasing data".
Furthermore, constructed vessel superclasses are balanced; the training set is arranged to have an equal number of examples from each superclass, after augmenting data for vessel type classes with lower number of examples.
In consequence, substantial time was committed to weighting, cleaning and augmenting data.
As such, the use of observation is basically supplementary, with the purpose of augmenting data from interviews and documentary materials.
However, by augmenting data sets through direct reports by providers and patients regarding important decision-making factors suggested by qualitative findings, we may substantially reduce potential confounding in comparing those who do and do not receive A/C treatment.
Augmenting data set C with sequence data for 11 genes for just over half the number of taxa greatly improved branch support (all five analyses resulted in > 50% BP; data set C versus D, Table 2).
For degen1, the problematic Bucculatricidae is left out of the G.B.R.Y. clade in the ML tree from non-augmented data set C, but partially augmented data set D pulls it into the G.B.R.Y. clade.
We favor the topology from the partially augmented data set D over the non-augmented data set C, as the close relationship of Bucculatricidae to Gracillariidae corroborates morphological [ 24, 26] and molecular studies [ 22].
After correction, the data was augmented and MCR-ALS was applied to the augmented data.
WeatherBug plans to augment data collected from its network of 7,000 school-based weather stations with personal weather data in early 2005.
Self-service analytics tools offered by many business intelligence and analytics vendors now include features to augment data analytics and discovery.
Airborne laser scanner (ALS) data were acquired to augment data from a systematic sample of National Forest Inventory NFII) ground plots in Hedmark County, Norway (27,390 km27,390
