Selected article for: "cross validation and fold cross validation"

Author: Mias, George I.; Chen, Rui; Zhang, Yan; Sridhar, Kunju; Sharon, Donald; Xiao, Li; Im, Hogune; Snyder, Michael P.; Greenberg, Peter L.
Title: Specific Plasma Autoantibody Reactivity in Myelodysplastic Syndromes
  • Document date: 2013_11_22
  • ID: 6zwjoq3p_2
    Snippet: The normalized signals in the custom protein arrays (Stage II of investigation), were fitted to roughly normal distributions using a power transformation, implemented per protein. Namely, each signal is scaled by fitting λ so that each adjusted protein signal, pi is IPSS classification, using package ks 9 , with unconstrained smoothed cross-validation method for bandwidth selection, are also shown. 5-fold cross-validation was used in assignment .....
    Document: The normalized signals in the custom protein arrays (Stage II of investigation), were fitted to roughly normal distributions using a power transformation, implemented per protein. Namely, each signal is scaled by fitting λ so that each adjusted protein signal, pi is IPSS classification, using package ks 9 , with unconstrained smoothed cross-validation method for bandwidth selection, are also shown. 5-fold cross-validation was used in assignment of KDA classes, and median classifications and standard deviations of 1,000 random data partitions were computed.

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