As shown in Table 6 , controlled splitting did not improve individual cell classification, but the modified procedure resulted in highly significant improvement of serum classification, since testing cpa was 0.74 with MLP (the corresponding kappa score was 0.84).
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Comparison of the Capacity of Several Machine Learning Tools to Assist Immunofluorescence-Based Detection of Anti-Neutrophil Cytoplasmic Antibodies.
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