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picture1_Data Mining Notes 179220 | Data Mining In Excel


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File: Data Mining Notes 179220 | Data Mining In Excel
Data Mining In Excel: Lecture Notes and Cases Draft December 30, 2005 Galit Shmueli Nitin R. Patel Peter C. Bruce (c) 2005 Galit Shmueli, Nitin R. Patel, Peter C. Bruce ...

icon picture PDF Filetype PDF | Posted on 29 Jan 2023 | 2 years ago

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...Data mining in excel lecture notes and cases draft december galit shmueli nitin r patel peter c bruce distributed by resampling stats inc n jackson st arlington va usa info xlminer com www contents introduction whois this book for what is where used the origins of rapid growth whyare there so many dierent methods terminology notation road maps to overview process core ideas classication prediction association rules predictive analytics reduction exploration visualization supervised unsupervised learning steps preliminary organization datasets sampling from a database oversampling rare events pre processing cleaning use creation partitions building model an example with linear regression using exercises dimension practical considerations summaries correlation analysis reducing number categories categorical variables i ii principal components breakfast cereals normalizing evaluating performance judging accuracy measures cuto unequal importance classes asymmetric misclassication costs tri...
								

							

						
	
												
				
					
					
					
			
					
				
				
		
	

	
		





	

	
				

						

						
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Posted on: 29 Jan 2023 | 2 years ago
										
										
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