(b) The proposed design procedure being applied to each layer of HFPNN leads to the selection of the preferred nodes of the network (CPNs or PNs) whose local characteristics (such as the number of contexts, the number of clusters, a collection of the specific subset of input variables, and the order of the polynomial) can be easily adjusted.
The analysis is exemplified by the logistic regression model for the ECFP4 fingerprint, with the same processes being applied to each of the fingerprints.
Every image has been smoothed using a 5×5 Gaussian filter with a standard deviation of 1 before being applied to each method, except for one of the segment detectors (LSD), since it includes its own smoothing step.
Tweets were initially read and then re-read with an identifying code being applied to each tweet - this coding used phrasing from the source tweet in order to maintain close allegiance with original meaning.
Before testing, the cells were automatically transferred to a mini-centrifuge, pelleted, resuspended in the external solution as detailed above, and washed before being applied to each well of the Qplate.
The remote controller applied the next stimulation dose, as determined by the randomization sequence, to each CH attack allowing for concealed allocation of therapy on a headache-by-headache basis that kept patients, investigators and the sponsor blinded to the stimulation dose being applied to each CH attack.
