Although these pretreatment tasks are the same for any data stream mining problems, it does not under this study; therefore, we apply general methods in this task whereby feature selection and reduction have been done manually, missing values are ignored and normalizing the data if necessary.
The model was evaluated (internal validation) by leave-one-out cross-validation (LOOCV), whereby feature selection was repeated for each sample and the expected predicted probability was taken as the average value from the posterior distribution derived from the MCMC.
BRO genes suggest a putative mechanism for satellite function accretion, whereby features such as hr facilitate xenologous gene exchange.
On a cautionary note, the automated IFS scheme is likely to invoke a "selection bias", whereby features are optimal for that particular data set, leading to inflated performance figures [ 19].
Lastly, as noted above, the lack of sleep benefits on generalization leaves open another possibility, whereby shared feature memory is improved through strengthened hippocampal item traces interacting with overlapping representations stored (but not locally strengthened) in cortex.
The quality of encoding is governed by the parameter a, whereby a feature is correctly encoded into MEM (derived from PERP) with probability a, and noise, a new random value between − 1 and + 1, is encoded with probability (1 – a).
The differential diagnosis is with a pleomorphic dermal sarcoma which is really the aggressive equivalent of an atypical fibroxanthoma whereby morphologic features favoring this diagnosis include subcutaneous extension, vascular invasion and overall size.
The procedure is a two-dimensional generalization of a previously published one-dimensional gapped smoothing method, whereby local features in vibration curvature shapes are extracted using a localized curve fit (i.e., smoothing).
This results in a saturation effect whereby some features are underestimated by conventional extraction methods [ 19], see Figure 1, right part.
It is tempting to apply this approach to reduce the brightness of large cones whereby smaller features including rods may become easier to identify [ 37] provided that their reflectivity is large enough for visualization above the background noise.
He also did not mention that the site also offers a removal feature whereby, in exchange for a modest fee, a paper — or, rather, research material — can be temporarily or even permanently erased from the database.
