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Realistic observational noise levels of microarray experiments are in the order of 20%30%% of the signal [ 22] while the data size of time series experiments usually range from 10 20 time points per gene [ 24, 25].
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A time series of length 2 indicates a total data size of 20 time points per gene, i.e. 2 data points per time series × 10 TF KO experiments.
DATA: Size of hole in ozone layer Can you do something with this data?
Cor (data size, run time) provided the relation between the size of an entry and the running time.
Fig. 4 Effect of varying data size on sanitization time with varying number of computing nodes in cluster (MaxFIA) Fig. 5 Effect of varying data size on sanitization time with varying number of computing nodes in cluster (SWA).
Fig. 2 Effect of varying data size on sanitization time with single computing node (MaxFIA) Fig. 3 Effect of varying data size on sanitization time with single computing node (SWA).
For long-term monitoring of spike stability 180-s epochs were selected every 30 min for analysis of single unit activity, so as to allow automated handling of the large data sizes over prolonged time periods.
The frequency spectrum representation is the best-suited approach to represent the large size of time-domain data in a small size vector, so all acoustic signal data are transformed into the frequency spectrum by FFT.
The frequency spectrum represents the large size of time-domain data in a small size vector and removes the repetition of the data features.
Because of this huge data size, calculation of the dynamic spectra also takes time.
The system scales in terms of processing time, when data size and number of instances are increased.
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