<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "DATA PREPARATION FOR DATA MINING BASED ON NEURAL NETWORK: A CASE STUDY ON GERMAN CREDIT CLASSIFICATION DATASET"^^ . "This paper will give detailed data description and preparation of German Credit\r\nClassification dataset, before it is used for further processes in data mining or data\r\nwarehouse. Data preparation is the longest and most difficult part of data mining process.\r\nIn general, readily available data is usually dirty and sometimes no quality data is available.\r\nThere are five parts in data description and preparation that are going to be given in this\r\npaper. The first part is the name of the dataset and the number of examples and their types\r\nof attributes. In the second part, some examples from good and bad class as are given in\r\nthe form of tables. Then, a data preliminary process is carried out to detect missing\r\nvalues from each attribute. Next, the result of statistical data analysis is displayed on\r\ncharts or categories tables from each attribute. The last part is preprocessing, which\r\ncomprise of data cleaning, integration and transformation. Based on the results obtained,\r\nthree out of twenty attributes are deleted: Attribute 10, Attribute 18 and Attribute 20. So,\r\nthe final data is smaller than the original one. Moreover, data is distributed more normally\r\nand in suitable patterns, which is hoped to be helpful for further processes."^^ . "2008-10-01" . . . . . . . . . . . "Kaunia Jurnal Sains dan Teknologi vol IV, no2, oktober 2008"^^ . . . . . . . . "SIREGAR "^^ . "MARIA ULFAH"^^ . "SIREGAR MARIA ULFAH"^^ . . . . . . "DATA PREPARATION FOR DATA MINING BASED ON NEURAL NETWORK: A CASE STUDY ON GERMAN CREDIT CLASSIFICATION DATASET (Text)"^^ . . . "MARIA ULFAH SIREGAR DATA PREPARATION FOR DATA MINING BASED ON NEURAL NETWORK A CASE STUDY ON GERMAN CREDIT CLASSIFICATION DATASET.pdf"^^ . . . "DATA PREPARATION FOR DATA MINING BASED ON NEURAL NETWORK: A CASE STUDY ON GERMAN CREDIT CLASSIFICATION DATASET (Other)"^^ . . . "DATA PREPARATION FOR DATA MINING BASED ON NEURAL NETWORK: A CASE STUDY ON GERMAN CREDIT CLASSIFICATION DATASET (Other)"^^ . . . "DATA PREPARATION FOR DATA MINING BASED ON NEURAL NETWORK: A CASE STUDY ON GERMAN CREDIT CLASSIFICATION DATASET (Other)"^^ . . . "DATA PREPARATION FOR DATA MINING BASED ON NEURAL NETWORK: A CASE STUDY ON GERMAN CREDIT CLASSIFICATION DATASET (Other)"^^ . . . "DATA PREPARATION FOR DATA MINING BASED ON NEURAL NETWORK: A CASE STUDY ON GERMAN CREDIT CLASSIFICATION DATASET (Other)"^^ . . . "DATA PREPARATION FOR DATA MINING BASED ON NEURAL NETWORK: A CASE STUDY ON GERMAN CREDIT CLASSIFICATION DATASET (Other)"^^ . . . "DATA PREPARATION FOR DATA MINING BASED ON NEURAL NETWORK: A CASE STUDY ON GERMAN CREDIT CLASSIFICATION DATASET (Other)"^^ . . . "DATA PREPARATION FOR DATA MINING BASED ON NEURAL NETWORK: A CASE STUDY ON GERMAN CREDIT CLASSIFICATION DATASET (Other)"^^ . . . "DATA PREPARATION FOR DATA MINING BASED ON NEURAL NETWORK: A CASE STUDY ON GERMAN CREDIT CLASSIFICATION DATASET (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "DATA PREPARATION FOR DATA MINING BASED ON NEURAL NETWORK: A CASE STUDY ON GERMAN CREDIT CLASSIFICATION DATASET (Other)"^^ . . . . . . "preview.jpg"^^ . . . "DATA PREPARATION FOR DATA MINING BASED ON NEURAL NETWORK: A CASE STUDY ON GERMAN CREDIT CLASSIFICATION DATASET (Other)"^^ . . . . . . "medium.jpg"^^ . . . "DATA PREPARATION FOR DATA MINING BASED ON NEURAL NETWORK: A CASE STUDY ON GERMAN CREDIT CLASSIFICATION DATASET (Other)"^^ . . . . . . "small.jpg"^^ . . "HTML Summary of #7802 \n\nDATA PREPARATION FOR DATA MINING BASED ON NEURAL NETWORK: A CASE STUDY ON GERMAN CREDIT CLASSIFICATION DATASET\n\n" . "text/html" . . . "Kaunia Jurnal" . .