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Among used machine learning methods, the gradient descent method is widely used to train various classifiers, such as Back-propagation neural network and linear text classifier. However, the gradient descent method is easily trapped into a local minimum and slowly converges. Thus, this study presents a gradient forecasting search method based on prediction methods to enhance the performance of the gradient descent method in order to develop a more efficient and precise machine learning method for Web mining.However, a prediction method with few sample data items and precise forecasting ability is a key issue to the gradient forecasting search method. Applying statistic-based prediction methods to implement GFSM is unsuitable because they require a large number of data items to model a prediction model. In the contrast with statistic-based prediction methods, GM(1,1) grey prediction model does not need a large number of data items to build a prediction model, and it has low computational load. However, the original GM(1,1) grey prediction model uses a mathematical hypothesis and approximation to transform a continuous differential equation into a discrete difference equation in order to model a forecasting model.

其中梯度法是一个最常被使用来实现机器学习的方法之一，然而梯度法具有学习速度慢以及容易陷入局部最佳解的缺点，因此，本研究提出一个梯度预测搜寻法则(gradient forecasting search method， GFSM)来改善传统梯度法的缺点，用来提升一些以梯度学习法则为基础的分类器在资讯探勘上的效率与正确性；而一个所需资料量少、计算复杂度低且精确的预测模型是梯度预测搜寻法能否有效进行最佳解搜寻之关键因素，传统统计为基础之预测方法的缺点是需要较大量的数据进行预测，因此计算复杂度高，灰色预测模型具有建模资料少且计算复杂度低等优点，然而灰色预测理论以连续之微分方程式为基础，并且透过一些数学上的假设与近似，将连续之微分方程式转换成离散之差分方程式来对离散型资料进行建模及预测，这样的作法不尽合理，且缺乏数学理论上的完备性，因为在转换过程中已经造成建模上的误差，且建模过程仅考虑相邻的两个资料点关系，无法正确反应数列未来的变化趋势。

The items of disease differentiation should include hemiparalysis, deviation of the eye and mouth, stiff tongue, dysphasia or aphasia and CT findings. Those of syndrome differentiation includes paralysis, fatigue, somnolence, cyanotic lips and sunken small pulse as the primary items, and localized headache, sweating, palpitation, weakness, pale complexion, loose stool or incontinence of stool and urine, engorged and purple sublingual veins or dark purplish tongue as the secondary items.

辨病可见半身不遂、口舌歪斜、舌强语蹇或不语，CT 检查符合缺血性中风改变；辨证必须有肢体瘫软、倦怠嗜卧、口唇紫暗，脉沉细等主症，并可兼见头痛而痛处不移、汗出、心悸、乏力、面色綬白，大便溏或二便自遗、舌背脉络瘀胀青紫或舌紫暗等次要症状。

D the rear car of the items displayed inside the display items are also important, in the back seat of the above arrangements and not a hard and dangerous goods, if the emergency brake, then these items will fall and hurt children.

车子后座的物品摆设车内物品的摆设也很重要，在后座的上方，不要摆置坚硬、危险的物品，若是紧急煞车的话，这些物品一定会掉下来而伤害到孩子的。

Measurement of conducted emissions on cabinets containing multiple items of equipment Where the EUT is a cabinet or rack that contains multiple items of equipment that are powered from an AC power distribution strip and where the AC power distribution strip is an integral part of the EUT as declared by the manufacturer, the AC power line conducted emissions should be measured on the input cable of power distribution strip that leaves the cabinet or rack, not the power cables from the individual items of equipment.

当EUT为包含多台设备的机柜或机架且这些设备通过一个交流电源接线板供电，且制造商申明该交流电源接线板为EUT的一个部分时，其交流电源传导发射的测量应在离开机柜或机架的交流电源接线板输入电缆上进行，无需对每台设备的交流电源分别进行。

Article 11 Statistical investigations include state statistical investigation items, departmental statistical investigation items and local statistical investigation items.

第十一条统计调查项目包括国家统计调查项目、部门统计调查项目和地方统计调查项目。

The reasons of disqualification is that the total amount of bacteria (41 items) or mildew and microzyme (19 items) is overrun or fecal coliforms (3 items) are tested at the same time, but no pathogen is found.

不合格原因为细菌总数超标（41份），或同时霉菌和酵母菌总数超标（19份），或同时检出粪大肠菌群（2份），但未检出致病菌。结论：拟从汕头口岸出口的化妆品卫生质量总体是好的，只有少部分受污染。

The following items should not be carried secretly with the luggage: confidential document, diplomatic bags, marketable securities, currency, draft, precious items, fragile or ratable or substance, or other items requiring special attention.

不准在交运行李内夹带的物品：旅客不得在交运行李内夹带机密文件、资料、外交信贷、有价证券、货币、汇票、贵重物品、易碎腐蚀物品，以及其它需要专人照管物品。

Many people are looking to unload their items for valuable items or items they can use.

很多人都想倾销他们身上的负担来换取有价值的物品或者他们可以使用的物品。

Paired t-test :12 of 56 items showed statistically significant. Measurements around the nasal regions had only 1 items was statistically significant, and all circumoral items showed no statistical significance.

其中，鼻部只有1项测量项目有统计学差异，而口唇部的所有项目都不能认为两种测量方法有统计学差异。

In recent years, Yihua greatly enhanced its self-determined scientific and technological ability for innovation. It implemented over 200 items of new techniques, developed over 20 items of state-level or province-level new products, declared over 100 patents of invention and achieved over 50 items of state-level, province-level or city-level important scientific and technical achievements, among which, the YH Non-break Molding Powder Coal Gasification Technique was for the first in the world applied in mass production device of urea. Yihua%26rsquo;s Technique of Pressure-swing Decarbonization Absorber won a national gold prize for patent of invention. Its Technique of Heavy-medium Ore Beneficiation and Twice Versa Floatation successfully solved the global problem that collophanite could%26rsquo;t be used to produce DAP.

近两年，宜化开发并实施了300多项新技术新工艺，开发了20多项国家级、省级新产品，申报了200多项发明专利，取得了50多项国家、省、市级重大科技成果，具有极强的自主创新能力，其中YH粉煤连续成型气化技术成为世界第一家大规模用于尿素生产的装置；变压吸附脱碳获得了国家发明专利金奖；重介质选矿和双反浮选技术成功地解决了胶磷矿不能生产磷酸二铵的世界难题。

The receding calculations and experiment analyses in this subject are built on the blood cast of pig tongue.

本研究课题的前期工作是采用猪舌血管铸型模拟人舌而进行的数值计算与实验分析。

"Each human infection constitutes an opportunity for genetic modification of the virus through reassortment, mutation, or both...."

&每一次人类的感染都暗藏着一次基因修改的机会，无论是通过病毒的整合、突变或者兼而有之。。。。&