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Table 2 The effects on the cross-tokamak disruption prediction experiments utilizing different strategies and designs.
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The outcome on the sensitivity Investigation are proven in Fig. three. The product classification effectiveness suggests the FFE can extract crucial details from J-Textual content knowledge and it has the potential to become transferred for the EAST tokamak.
We then carried out a scientific scan within the time span. Our goal was to discover the constant that yielded the best overall functionality with regards to disruption prediction. By iteratively screening various constants, we were being equipped to pick out the ideal worth that maximized the predictive accuracy of our model.
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自第四次比特币减半至今，其价格尚未出现明显变化。分析师认为，与前几次减半相比，如今的加密货币市场要成熟得多。当前的经济状况也可能是价格波动不大的另一个原因。
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An accumulated share of disruption predicted vs . warning time is proven in Fig. two. All disruptive discharges are efficiently predicted without taking into consideration tardy and early alarm, whilst the SAR achieved 92.seventy three%. To even further acquire physics insights and to investigate just what the model is Mastering, a sensitivity analysis is applied by retraining the design with a person or many alerts of precisely the same kind ignored at a time.
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