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Accuracy of the models to estimate shrinkage stress in patch repair system is evaluated based on available concurrent data of input parameters and observed shrinkage stress.
Accuracy of the model to estimate shrinkage stress in patch repair system could be evaluated when concurrent data of input parameters and observed shrinkage stress are available.
Based on these data of input parameters (free drying shrinkage strain and creep), shrinkage stress is estimated using model of Eqs.
In addition, the data of Input 1 of DMUs D and A are equal, but the data of Input 2 of DMU D are greater than those of DMU A, and DMU D is not a minimal element of ({A, B, C, D, E}) with the order relation ≤, so DMU D is weakly efficient.
The neural networks adopted for training algorithms utilize real data of input and output in order to define a hidden relation between input and output using weight coefficients, bias, and performance functions [9].
As in the DEA analysis model, the data of input and output cannot be negative, we employed the following formula to normalize the data, which leads to a decline in the value within the scope of [0.1, 1]: in the formula (5), where Zmnis the n-th indicators'value of the m-th enterprise.
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By fixating on the hard data of inputs (incentives) and outputs (student performance), reformers neglect the most essential part: what happens in the middle.
The data of inputs and outputs are shown in Table 5.
In this paper, we proposed an extended DEA model to evaluate the efficiency of DMUs with historical observed data of inputs and outputs.
In many cases, allocated proportion and price information of production elements in health care services provided are difficult to acquire, while it is easier to obtain data of inputs and outputs in numbers.
7 additional data tables of input data: Table S1 Building statistics of Kuopio in year 2010.
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