Sentence examples for trained matrix from inspiring English sources

Hence, just by assuming CWT persistence from one day to the next gives a bit lower average prediction error than by using a KNN trained matrix with 5BLC/BLC6 data of a large period.

Of course, these "prediction errors" apply to the most probable wind sequences previous to each LC shown in Table 5, as both deal with the same smoothed trained matrix.

This 5BLC/BLC6 correlation implicit in the 3D trained matrix for a large period, can be used to predict the CWT of one target day from the CWT sequence of the previous five days, for a different test period (see in METHODS).

Both effects can be reduced by smoothing the trained matrix which will also smooth the LC distribution on the Kohonen map (see in METHODS).

The supervised trained matrix is then used for a real BLC6 prediction from their previous 5BLC, but in a test period (1995) not used in the training.

Hence, in order to analyze the most probable sequences of five winds preceding a particular class of wind for the 6th day, we have used the supervised trained matrix (smoothed 3 times) and its 162×162 Kohonen map, with 1975 94 wind data and 10000 epochs, which corresponds to the neighbourhood matrix of Figure 4.

It is calculated using (trained) matrices W 1,W 2, i.e. a simple neural network with one hidden fully-connected n×n layer and a logistic-regression output layer.

This random prediction error is almost constant for different random matrices or different BLC6 sets, so we used it to validate prediction errors from trained matrices.

It takes several hours to train matrix M using the massive trajectories.

With appropriate incentive mechanism, all employees at all levels are active to pursue their initiatives and participate in development and revision of operating procedures and training matrices.

During testing, the trained DRDA matrix is used in DM for DA detection.