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As for that EAST tokamak, a complete of 1896 discharges which include 355 disruptive discharges are picked since the teaching set. sixty disruptive and sixty non-disruptive discharges are chosen as the validation set, even though one hundred eighty disruptive and one hundred eighty non-disruptive discharges are picked because the check set. It truly is well worth noting that, since the output in the product would be the likelihood in the sample staying disruptive using a time resolution of 1 ms, the imbalance in disruptive and non-disruptive discharges will not likely have an effect on the product Mastering. The samples, even so, are imbalanced since samples labeled as disruptive only occupy a small percentage. How we contend with the imbalanced samples might be talked about in “Fat calculation�?segment. Both teaching and validation established are selected randomly from earlier compaigns, even though the examination established is chosen randomly from afterwards compaigns, simulating genuine operating scenarios. For that use situation of transferring across tokamaks, ten non-disruptive and 10 disruptive discharges from EAST are randomly chosen from previously campaigns as the instruction set, although the exam established is kept similar to the previous, in an effort to simulate sensible operational situations chronologically. Offered our emphasis on the flattop period, we produced our dataset to solely consist of samples from this section. In addition, considering the fact that the volume of non-disruptive samples is drastically higher than the number of disruptive samples, we exclusively used the disruptive samples through the disruptions and disregarded the non-disruptive samples. The split of your datasets leads to a rather even worse functionality in comparison with randomly splitting the datasets from all strategies offered. Split of datasets is demonstrated in Table 4.

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比特幣的私密金鑰(私鑰,private important),作用相當於金融卡提款或消費的密碼,用於證明比特幣的所有權。擁有者必須私密金鑰可以給交易訊息(最常見的,花費比特幣的訊息)簽名,以證明訊息的發佈者是相應地址的所有者,沒有私鑰,就不能給訊息簽名,作為不記名貨幣,網路上無法認得所有權的證據,也就不能使用比特幣,交易時以網路會以公鑰確認,掌握私密金鑰就等於掌握其對應地址中存放的比特幣。

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随着比特币交易在数字平台上进行,存在欺诈、诈骗和黑客攻击的风险。然而,领先的交易所已采取措施保护用户免受这些威胁。作为数字货币交易者,您还可以采取很多措施来保护自己,例如使用双因素身份验证并努力保护钱包的私钥和助记词。

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