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黑兹利特表示：“这已经相当棒，比行为工具好得多。”为了训练算法，研究团队初只用一半数据对其进行训练，并利用另一半数据进行测试。但是应审查人员的要求，们后来利用更标准的10倍分析法，即将数据平均分成10等份。机器学算法需要对每份数据进行10次分析，其中9次进行训练，第十次用于测试。后，算法从10轮分析中收集“测试结果”，并利用它们进行预测。令人欣慰的是，这两种分析方法都显示出基本相同的结果。研究人员对预测的准确率相当满意。
“中西部严重依赖投资拉动经济增长的现象还存在。”四川省广元市一位招商引资的副局长告诉《华夏时报》记者，省内的每个市县基建投资的空间都还很大，很多地方高铁不通、道路不畅，都还需要巨大的投资。据悉，春节期间四川已经上马或还将上马的机场项目，还包括加快建设成都新机场、改扩建南充机场等；迁建宜宾、泸州、达州等机场；新建巴中、乐山、甘孜等机场。“机场的修建会极大地拉动本区域的GDP，为经济的发展增光添彩。”四川一位刚上任分管招商项目的副市长向本报记者坦言。
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此外，机场安控感测的需求殷切，加上手机、穿戴装置、工业用感测需求也同步增温，对四元LED产生推波的效果。因应四元LED需求，晶电从去年第2季开始执行扩产计划，即使新产能已释出，仍不敷所需，目前四元的机台达47台，晶电规划再修改13台旧的蓝光机台转进四元LED，也是近年较罕见的四元扩产计划。晶电副张世贤表示，晶电对这一波四元LED的需求感到意外，已好几年未见这种排队下单的情况，客户是等着抢产能，可以说现在就是缺货的状态。
2月21日，飞乐音响宣布携手贵阳银行牵头设立500亿元智慧城市产业基金；无独有偶，飞利浦照明日前对外表示要参加今年2月21至24日在台湾举办的智慧城市展推广新的智慧照明解决方案。刚开年，两大企业不约而同剑指——智慧城市。这意味着什么？智慧城市万亿市场，LED照企谁主沉浮？智慧城市，们有备而来飞乐音响在绿色照明的基础上向智慧照明发展，以智慧城市为业务平台，以智慧路灯为业务抓手，背靠智慧城市产业基金，布局智慧城市产业链。
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