Sentence examples for homogeneous training from inspiring English sources

The models are based on computationally derived physicochemical descriptors, namely the octanol/water partition coefficient (log P), the topological polar surface area (TPSA) and the total number of acidic and basic atoms, and were obtained using a homogeneous training set of 307 compounds, for all of which the published experimental log BB data had been determined in vivo.

Table 3 Classification results using homogeneous training/ testing or heterogeneous (leave one CD out) conditions Features Homogeneous test Heterogeneous test STRF features 97.7±0.6%88.1±0.5%5 % MPEG7 features 80.0±2.4%66.1±0.6%6 %.

Representative target-free and homogeneous training data are no longer available when facing a severe non-stationary environment (heterogeneous clutter or a high target density), and the performance of classical STAP in this case may deteriorate rapidly.

The conversation protocol will be designed in advance and the interviewers will receive homogeneous training in the evaluation procedure of the study in order to minimize the variability in the data collection.

The interview was performed by two psychologists, who had received homogeneous training in interview methods and in the evaluation procedure of the study, in order to minimize interview bias between them.

Other models that incorporate the deletion of spikes in a Poisson spike train [45] or a combination of deletion and shifting as in the thinning and shifting model [42, 44], differ from the models presented here in that the single spike trains of those models are homogeneous spike trains with constant rates.

The train's seat capacity is usually constant per service frequency indicating the above-mentioned homogeneous HS train fleet on a given line/route.

Although we do not model the underlying noise process explicitly, we think of the homogeneous spike trains in Eq. (15) as a result of a common noise process ξ, analogously to the AD model.

Looking at the data in Tables 4 and 5 in detail, we notice that things are less homogeneous than for training errors.

Physicians as a group are more homogeneous regarding knowledge, training, attitudes, and behavior and variations that do exist among physicians may not be as associated with willingness to respond or survey content [ 8].

For a homogeneous Poisson spike train that is transformed according to Eq. (16) with, the average over the spike train for a fixed realization of the signal and the independent noise reads [36].