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Xinhai mineral processing equipment mainly include: grinding equipment, flotation equipment, dewatering equipment, magnetic separation equipment, and so on. Some of the equipment is Xinhai independent research and development, and has been awarded national patent.

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A beginners tutorial on the apriori algorithm in data

Mar 24, 20170183;32;This is a perfect example of Association Rules in data mining. This article takes you through a beginners level explanation of Apriori algorithm in data mining. We will also look at the definition of association rules. Toward the end, we will look at the pros and cons of the Apriori algorithm along with its R implementation.

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What Is Data Mining? Oracle

Data mining and OLAP can be integrated in a number of ways. For example, data mining can be used to select the dimensions for a cube, create new values for a dimension, or create new measures for a cube. OLAP can be used to analyze data mining results at different levels of granularity.

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Orange Data Mining Data Mining Fruitful and Fun

quot;Orange is a great teaching tool, and students love it, because it is easy to use and it allows devoting attention to the high level conceptual aspects of data mining. The program successfully helps to introduce data analytics to users with no programming experience.quot;

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Chapter 1 Introduction and Overview of Manufacturing

Whenever a machine switches from one product to another, a changeover occurs. The changeover requires the machine set up to be torn down and set up for the new product. Batch production allows the changeover time to be distributed across a larger number of parts and hence reduce the average operation time per part.

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Feature Selection in Machine Learning (Breast Cancer Datasets)

Jan 15, 20170183;32;Machine learning uses so called features (i.e. variables or attributes) to generate predictive models. Using a suitable combination of features is essential for obtaining high precision and accuracy. Because too many (unspecific) features pose the problem of overfitting the model, we generally want to restrict the features in our models to

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k means clustering

k means clustering is a method of vector quantization, originally from signal processing, that is popular for cluster analysis in data mining. k means clustering aims to partition n observations into k clusters in which each observation belongs to the cluster with the nearest mean , serving as

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12 Data Mining Tools and Techniques Invensis Technologies

Nov 18, 20150183;32;12 Data Mining Tools and Techniques What is Data Mining? Data mining is a popular technological innovation that converts piles of data into useful knowledge that can help the data owners/users make informed choices and take smart actions for their own benefit.

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We will examine those advantages and disadvantages of data mining in different industries in a greater detail. Advantages of Data Mining Marketing / Retail. Data mining helps marketing companies build models based on historical data to predict who will respond to the new marketing campaigns such as direct mail, online marketing campaignetc.

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Decision Trees in Machine Learning Towards Data Science

May 17, 20170183;32;Decision Trees in Machine Learning. Though a commonly used tool in data mining for deriving a strategy to reach a particular goal, its also widely used in machine learning, which will be the main focus of this article. Decision trees implicitly perform variable screening or feature selection.

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CURE algorithm

CURE (Clustering Using REpresentatives) is an efficient data clustering algorithm for large databases [citation needed].Compared with K means clustering it is more robust to outliers and able to identify clusters having non spherical shapes and size variances.

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