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Incorporating prior knowledge of predictors into penalized classifiers with multiple penalty terms
Feng Tai,
Wei Pan
Biostatistics
Research output
:
Contribution to journal
›
Article
›
peer-review
50
Scopus citations
Overview
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Dive into the research topics of 'Incorporating prior knowledge of predictors into penalized classifiers with multiple penalty terms'. Together they form a unique fingerprint.
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Mathematics
Prior Knowledge
85%
Classifier
81%
Gene
71%
Penalty
68%
Predictors
67%
Term
39%
Knowledge
18%
Penalized Least Squares
16%
Interpretability
16%
Gene Expression Data
16%
Partial Least Squares
15%
Microarray Data
15%
Pathway
14%
Centroid
14%
Penalization
14%
Grouping
13%
Screening
13%
Standards
13%
Tumor
12%
Cancer
12%
Context
7%
Demonstrate
7%
Performance
7%
Framework
6%
Model
3%
Engineering & Materials Science
Genes
69%
Classifiers
51%
Pulse amplitude modulation
15%
Microarrays
13%
Gene expression
13%
Tumors
12%
Screening
11%
Chemical Compounds
Classifier
100%
Microarrays
26%
Medicine & Life Sciences
Genes
29%
Least-Squares Analysis
13%
Neoplasms
7%
Gene Expression
7%