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picture1_Data Mining Pdf 86104 | Bosch Naep Jedm20 Rev1 V2


picture2_Data Mining Pdf 86104 | Bosch Naep Jedm20 Rev1 V2 picture3_Data Mining Pdf 86104 | Bosch Naep Jedm20 Rev1 V2

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File: Data Mining Pdf 86104 | Bosch Naep Jedm20 Rev1 V2
AutoML Feature Engineering for Student Modeling yields High Accuracy, but Limited Interpretability Nigel Bosch University of Illinois Urbana-Champaign pnb@illinois.edu Automatic machine learning (AutoML) methods automate the time-consuming, feature-engineering process ...

icon picture PDF Filetype PDF | Posted on 14 Sep 2022 | 2 years ago

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...Automl feature engineering for student modeling yields high accuracy but limited interpretability nigel bosch university of illinois urbana champaign pnb edu automatic machine learning methods automate the time consuming process so that researchers produce accurate models more quickly and easily in this paper we compare two context national assessment educational progress naep data mining competition featuretools tsfresh series extraction on basis scalable hypothesis tests have rarely been applied interaction log thus address research questions regarding built with features how types to each other expert engineered interpretable are additionally developed a novel selection method addresses problems applying where there were many heterogeneous over relatively few students our entry placed rd overall st final held out dataset public leaderboard cohen s kappa area under receiver operating characteristic curve auc when predicting whether would manage their effectively math found significan...
								

							

						
	
												
				
					
					
					
			
					
				
				
		
	

	
		





	

	
				

						

						
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										Category:  Uncategorized / Uncategorized 
										
Posted on: 14 Sep 2022 | 2 years ago
										
										
Tag:
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																								bosch,
																								naep,
																								jedm20,
																								rev1,
											                                        
																				
Filetype: PDF
										
File size: 0.57 MB
										
Views: 92x
										
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										Wan learn
											

												Wan learn