Sentence examples for samples parameters from inspiring English sources

Essentially, overfitting is a consequence of having a large number of learnable parameters relative to training samples — parameters being those "neurons" that we were exhaustively adjusting via backpropagation in our previous article.

The correlation analysis indicated the positive association between various water samples parameters (Table 3).

Thereafter, a correlation of EC and TDS with examined water samples parameters is also evaluated.

For each of the samples, parameters were measured, such as chloride, sulfate, bicarbonate, calcium, magnesium, hardness, sodium, nitrate and nitrite (mg/L), temperature (°C), and pH.

All nine samples' parameters are measured at (80^{circ}mathrm{C}) in the cold-temperature characterization apparatus, while SLiKs are also characterized at (30^{circ}mathrm{C}) (reached using their built-in TECs) in the laser annealing apparatus.

Table 2 Values extracted from the Richter equation fitting of the C ZnO and C NiO samples Parameters in phonon confinement model Extracted values FWHM (bulk + broadening) 80 cm−1 Scale parameter 0.081 Crystallite size 6 nm Pre-factorA 0 7/8,000 Background noise in intensity 1,000 Lattice parametera 0in graphite 0.25 nm Dispersion constant 14 cm−2.

Instead, it systematically samples parameter space to clarify bounds for the parameters.

When comparing the distribution of parameters with all samples, parameter distributions were similar in the two groups.

Due to computational limitations, this exploration of parameter space requires a sampling method that randomly samples parameter space, while evenly covering individual parameter ranges [ 13].

We ran two independent MCMC runs with 5 × 108 generations each and sampling parameters every 5 × 104 generations.

The hierarchy and sampling parameters are generated systematically so that a known lower bound on image quality can be maintained.