Utilizing stability criteria in choosing feature selection methods yields reproducible results in microbiome data.
Lingjing JiangNiina HaiminenAnna Paola CarrieriShi HuangYoshiki Vazquez-BaezaLaxmi ParidaHo-Cheol KimAustin D. SwaffordRob KnightLoki NatarajanPublished in: CoRR (2020)
Keyphrases
- data sets
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- data structure
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- data processing
- database
- machine learning
- original data
- experimental data
- application domains
- spatial data
- high dimensional data
- image data
- prior knowledge
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- domain experts
- probability distribution
- data mining algorithms
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- data distribution
- raw data
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- big data