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Data Mining concepts and technologies chapter 2 (6th) Mining of Large Databases

Item sets generate strong Association Rules AlgorithmAprioriAlgorithm Core Ideology Frequent 1-then association rule then pruningThen frequency 2-then association rule then pruningThen frequency 3-then association rule then pruning...... Repeat this process until you cannot proceed. Algorithm ImplementationWrite it separately later Improvement MeasuresFP (Frequent Pattern Growth) Frequent mode Growth Multi-layer Association Rules Basic Idea: Search for frequent item sets at each conceptual

Poj2240--arbitrage (Bellman-ford algorithm)

DescriptionArbitrage is the use of discrepancies in currency exchange rates to transform one unit of a currency into more than one UN It's the same currency. For example, suppose that 1 US Dollar buys 0.5 British pound, 1 British pound buys 10.0 French francs, and 1 French franc Buys 0.21 US dollar. Then, by converting currencies, a clever trader can start with 1

Python program Exercise 3 -- simulate a shopping cart, python3 --

that stores a user's ** consumption record. This file is created after the user buys the product for the first time. users who have not purchased the product will not generate this file. Every time you press the q key to exit, the latest consumption record is updated to the file. 3. Flowchart 4. Code 1 # Author: Byron Li 2 #-*-coding: UTF-8-*-3 4 ''' ------------------------------------------------ instructions for using the file UI 5 instructions fo

In-app Purchase Programming Guide----(vi)----working with subscriptions

not have an available payment method, if the user buys a subscription, the product price rises, or if the product does not already exist. The store notifies users of any problems so that they can resolve these issues before renewing them to ensure that their renewals are not terminated.Note: Increasing the price of a subscription doesn ' t disable automatic renewal for all customers, and only for those customers whose Subscription expires in the next

POJ 2240 Arbitrage

Description:Arbitrage is the use of discrepancies in currency exchange rates to transform one unit of a currency into more than one UN It's the same currency. For example, suppose that 1 US Dollar buys 0.5 British pound, 1 British pound buys 10.0 French francs, and 1 French franc Buys 0.21 US dollar. Then, by converting currencies, a clever trader can start with

HDU 1217 Arbitrage (Freud)

ArbitrageTime limit:2000/1000 MS (java/others) Memory limit:65536/32768 K (java/others)Total submission (s): 6360 Accepted Submission (s): 2939Problem Descriptionarbitrage is the use of discrepancies in currency exchange rates to transform one unit of a currency in To more than one unit of the same currency. For example, suppose that 1 US Dollar buys 0.5 British pound, 1 British pound buys 10.0 French franc

Codeforces 740A Alyona and Copybooks

Test instructions: Someone existing n book, want to have K book again, make (n k) = = 0, ask to buy K book at least how much money. It is known that a yuan buys 1 books, B Yuan buys 2 books, and C Yuan buys 3 books.Analysis: N to 4 of the remainder, can be divided into 4 cases: (t = n 4) (in each case consider all combinations of a,b,c)1, T = = 0, you do not have

How to query the relevant stock ten-file market

#!/usr/bin/env python3.5#-*-Coding:utf8-*-ImportTime,osImportAsyncioImportaiohttp#10-File quotesclassLeverfun:stock_api='Https://app.leverfun.com/timelyInfo/timelyOrderForm' def __init__(self): self.stocks_dict=dict ()defstocks (self, stock_codes):ifType (stock_codes) is notList:stock_codes=[Stock_codes] Threads= [] forStockinchstock_codes:threads.append (Self.get_stock_detail (stock))Try: Loop=Asyncio.get_event_loop ()exceptRuntimeerror:loop=Asyncio.new_event_loop () Asyncio.set_eve

Mock cooking system (join method in java+ thread)

(I) Project Framework AnalysisMom is going to cook, find no soy sauce, let her son buy soy sauce, and then come back to Cook.According to Object-oriented thinking, there are two objects, mother and sonThere are two main methods:(a) There is no Line program control (that is, the son did not buy soy sauce back mother cooked Dinner) + (no call Jion METHOD)(b) Wired Program Control (mother process and son process and successively Influence) + (call jion METHOD)Structure diagram of the project:(ii) N

POJ 2240Arbitrage (Floyd)

E-arbitrageTime limit:1000MS Memory Limit:65536KB 64bit IO Format:%i64d %i64 U SubmitStatusPracticePOJ 2240Appoint Description:System Crawler (2015-11-24)DescriptionArbitrage is the use of discrepancies in currency exchange rates to transform one unit of a currency into more than one UN It's the same currency. For example, suppose that 1 US Dollar buys 0.5 British pound, 1 British pound buys 10.0 French

Commodity correlation Analysis

Commodity correlation AnalysisAssociationRelevance: Mainly used in the Internet content and documents, such as search engine algorithm documents in the relationship between.Association: It is used on the real thing, such as the correlation between the goods on the e-commerce website.Support: The probability that a dataset contains several specific items.For example, the number of beers and diapers in a 1000-time commodity transaction is 50 times, so the association supports 5%.Confidence level (

Item-based collaborative filtering algorithm based on Recommendation Algorithms

user-item inverted table, so that each time we calculate the similarity between the items that a user has performed, it can ensure that the calculated similarity is useful, instead of spending a large amount of computing on those 0 (it must be a sparse matrix) Method 1 of similarity improvement: If similarity is calculated based on the formula above, you will find that item I and item j are highly similar because of the high popularity of reading, so almost everyone can buy them. In this case,

POJ 1149 PIGS (maximum flow)

pigsty will be closed again. Ask how many pigs can be sold in total. (1 For instance. There were 3 pigsty, initially with 3, 1 and 10 pigs. In turn, 3 customers, the first to open the 1th and 2nd pigsty, buy up to 2 head, the second to open the 1th and 3rd pigsty, buy 3 head, the third to open the 2nd pigsty, up to buy 6 head. One of the best possibilities, then, is that the first customer buys 2 heads from Circle 1th, and then puts the remaining 1 h

Nyoj Arbitrage (Floyd or SPFA or Bellman-ford)

DescribeArbitrage is the use of discrepancies in currency exchange rates to transform one unit of a currency into more than one UN It's the same currency. For example, suppose that 1 US Dollar buys 0.5 British pound, 1 British pound buys 10.0 French francs, and 1 French franc Buys 0.21 US dollar. Then, by converting currencies, a clever trader can start with 1 US

Poj 2240 arbitrage

Time limit:1000 MSMemory limit:65536 KB 64-bit integer Io format:% I64d, % i64uJava class name:Main [Submit] [Status] [discuss]Descriptionarbitrage is the use of discrepancies in currency exchange rates to transform one unit of a currency into more than one unit of the same currency. for example, suppose that 1 US dollar buys 0.5 British pound, 1 British pound buys 10.0 French francs, and 1 French franc

Poj2240 -- arbitrage (Floyd algorithm deformation)

Arbitrage DescriptionArbitrage is the use of discrepancies in currency exchange rates to transform one unit of a currency into more than one unit of the same currency. for example, suppose that 1 US dollar buys 0.5 British pound, 1 British pound buys 10.0 French francs, and 1 French franc buys 0.21 US dollar. then, by converting currencies, a clever trader can st

Poj (1, 1149) pigs

transferred to other pig in any way, and then all pig circles are re-launched.Close. Ask how many pigs can be sold in total. For example. There are 3 pig rings, and 3, 1, and 10 pig in the initial stage. ThreeCustomer, the first to open pigsty No. 1 and No. 2, a maximum of two; the second to open pigsty No. 1 and No. 3Pigsty, buy up to 3; the third opens pigsty 2, buy up to 6. So, the best possibilityOne is that the first customer buys two heads from

The central bank's 930 New Deal launches mortgage securitization, which will shake 10 trillion into the property market

The central bank's 930 New Deal Launched mortgage securitization will spur 10 trillion into the real estate macro-economy observation report [Weibo] I want to share 3 Real estate new financial age: 100,000 million MBS imagination Chen Zhe wanxiao Today, if you are a high-quality customer of the mortgage service, you may enjoy a higher position on the bank Application List. In the future, you may be able to get lower interest rates from the bank, but the house is mortgaged to a brokerage and

HDU 1217 arbitrage (bellmanford deformation determines whether a positive loop exists)

Arbitrage Time Limit: 2000/1000 MS (Java/others) memory limit: 65536/32768 K (Java/Others) Total submission (s): 3277 accepted submission (s ): 1489 problem descriptionarbitrage is the use of discrepancies in currency exchange rates to transform one unit of a currency into more than one unit of the same currency. for example, suppose that 1 US dollar buys 0.5 British pound, 1 British pound buys 10.0 French

Assembly and creation of complex objects-builder mode (1)

No one buys a car with only one tire or steering wheel. Everyone buys a complete car with multiple components, such as tires, steering wheel, and engine. How to assemble these components into a complete car and return them to the user is a problem that needs to be solved by the builder mode. The builder mode is also known as the generator mode. It is a complex creation mode with a low usage frequency. The b

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