1 – 1. Decision Tree Using User-defined Algorithm(By SAS E-miner)
Splitting Condition : Entropy Reduction
Minimum Number of Observation : 46(1% of Data Set,
To avoid Overfitting & Underfitting)
Test Accuracy = 1266/1389 = 91.74%
Accuracy is increased little as Decision Tree used by C4.5
Because, Decision Tree is sufficiently good classifier.
Autoimmune hepatitis
Autoimmune hepatitis (AIH) is a disorder of unknown cause characterized by unresolving inflammation of the liver and by the presence of interface hepatitis on histologic examination (Fig. 1-1), hypergammaglobulinemia, and autoantibodies. Diagnosis requires the exclusion of other chronic liver diseases that have similar features, including Wilson disease, chronic viral hep
I. Introduction
Nowadays, the economic change, high degree of competition, and the risk of businesses are getting severe. So we have to remember the importance of a marketing strategy to achieve superiority of the business administration. An efficient marketing strategy comes from marketing planning, execution, and control based on precise marketing informations.
Therefore, the marketing inform
Classification criteria for RA(score-based algorithm : add score of categories A-D:
a score of ≥6/10 is needed for classification of a patient as having difinite RA)
Joint involvement
1 large joint (0)
2-10 large joints(1)
1-3 small joints(with or without involvement of large joints) (2)
4-10 small joints(with or without involvement of large joints) (3)
>10 joints(at least 1 small
classification
SAGE data
Functional Annotation for all clusters
GO Annotation
Homology with known genes, mRNA, proteins
Prediction with consensus sequences
Motif/domain analysis
Disease gene mapping - splice variants, SNP
Public databases
UCSC, NCBI, Ensembl, …
Our own Programs
+
Noble Genes
III. In silico에서의 EST서열분석
- 최근 In silico 실험에서 사용하는 대표
적인 분