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Figure 1 Part of a confusion matrix: output of our TIMIT-based phone recognition system.

Unrooted trees were constructed either from the Phylip distance matrix output of the alignments in DRAWTREE, using UCSD Biology workbench 3 tools [ 82], or by the maximum-likelihood method, PHYML, using the WAG substitution model and 100 bootstrap cycles [ 83].

An unrooted phylogenetic tree was constructed from the Phylip distance matrix output of a TCOFFEE alignment [ 48] in DRAWTREE, and is presented in Phylodendron (D.G. Gilbert, version 0.8d) with the choice of intermediate node positions and node lengths for tree growth [ 89].

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The matrix output data of camera sensors (i.e., raw data) can be used to avoid gamma correction.

Input: E: n X m gene expression matrix Output: SB: List of seed biclusters Steps: 1. Individual dimension-based clustering For each m individual condition, do: A. Align gene set G={ g 1, g 2,… g n } to G'={ g 1 ', g 2 ',.., g n ' } in increasing order of gene expression value, where g 1 ' ≤ g 2 ' ≤, …, ≤ g n-1 ' ≤ g n '.

In each column of the matrix, the output of the classifier for the 40 images of each class is tested for correctness.

where the matrices (widetilde {boldsymbol {Gamma }}_{text {diff}} text {textit {k,n}})) and (widetilde {boldsymbol {Phi }}_{mathbf {v}} k,n)) denote the diffuse coherence matrix and the noise PSD matrix at the output of the blocking matrix, respectively.

Using the "library merger" function, all selected libraries in the SAGE library pool can be merged into a gene expression matrix S for output of a "matrix data file".

Each detailed cost table will follow the structure of the Component Matrix (Outputs and Main Activities) which is based on the Results Framework (see RBM and M&E).

where a (L =(W (L)) T y (L−1)+b (L) with weight matrix W (L), output of the previous layer y (L−1), bias vector b (L), and softmax normalization term Z.

Based on the second approach, the covariance matrix at the output of the filter will be given by W = σ w 2 Σ y - 2 + χ - 1 I 1 2 C - 1 σ w 2 Σ y - 2 + χ - 1 I 1 2 (48) The extraction of the covariance matrix in this case is performed using the same procedure that was followed in (39), (40) and (41).

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