Though it's not a 1 to 1 tweet-to-unique ID ratio, that the number will have doubled (an increase of over 2 billion) in just a few months is huge.
A higher ID ratio means that a higher percentage of features was removed.
For example, ID ratio = 2, means that after feature selection the number of attributes is reduced by two.
(v) A large trap-vs-column ID ratio (6:1) was employed for substantially dampened pump delivery variation and improved gradient mixing on nanoflow scale.
We assessed the extent of information loss by calculating the ID ratio between datasets before and after feature selection as described above.
For datasets resulting from feature selection, we calculate the information density ratio (ID ratio, the factor by which the number of features is reduced) to measure loss of information.
Fig. 11 Run-time simulation for a fixed sensor-to-ID ratio of 4 1, starting with 4 agents and 1 ID and ending with 80 agents and 20 IDs.
To highlight the significance of the complexity reductions achieved using the newly proposed algorithms, the run-time trends for a fixed sensor-to-ID ratio of four to one are shown in Fig. 11.
