Matrix columns indicate the dataset used for training and matrix rows indicate the dataset used for testing. Numbers in cells indicate Spearman’s correlation between predicted and actual metabolite levels in the test dataset. Red cells denote cases where the model was well transferred from the ...
6.3.1 Matrix Multiplication by a Scalar Matrix multiplication by a scalar is quite similar to vector multiplication by a scalar (Section 2.3), as can be seen in the following definition. Definition 6.7: Matrix Multiplication by a Scalar A matrix $\mx{A}$ can be multiplied by a scalar...
did not show any activity (Fig.3). In these samples we did not observe needle-like well-developed α-Fe nanoparticles growing from the matrix, as we did in the case of the optimal catalyst, Fe(OAc)2-SiO2-800.
The matrix leads to the calculation of the metrics: accuracy, precision and recall as explained in Section 2.4.2. 5.2. Intersection over union method (IoU Method) Let the set of predicted groups of bottlenecks in the production system be represented as set P and the actual bottleneck set be...
The raw data were imported into the Progenesis QI 2.3 (Waters Corporation, Milford, USA) for peak detection and alignment. The preprocessing results generated a data matrix that consisted of the retention time (RT), mass-to-charge ratio (m/z) values, and peak intensity. Metabolic features det...
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denote x 2 Rd be the original representation of an instance being explained, and we use x0 2 f0; 1gd0 to denote a binary vector for its interpretable representation. 在我们介绍解释系统之前,区分特征和可解释的数据表示是很重要的。如前所述,可解释的解释需要使用人类可以理解的表示,而不管模型使用...
derivative of the merit function with respect to the parameter defined by the row or column of the matrix. Each non-diagonal element in the matrix is the product of the partial derivatives of the merit function with respect to the parameters defined by the row and column of the matrix. ...
by a factor of four in all directions before any transformations were done in order to increase the registration speed. After the transformation matrix calculation, the images were upscaled again in order to recover the original scales. After all the images were aligned, a window in which only ...
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