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square of pearson correlation coefficient (r2) index  (Kaggle Inc)

 
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    Kaggle Inc square of pearson correlation coefficient (r2) index
    Square Of Pearson Correlation Coefficient (R2) Index, supplied by Kaggle Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/square+of+pearson+correlation+coefficient+(r2)+index/square+of+pearson+correlation+coefficient++r2++index/pmc11208724__btae365_supplementary_data-85-116-134
    Average 90 stars, based on 1 article reviews
    square of pearson correlation coefficient (r2) index - by Bioz Stars, 2026-09
    90/100 stars

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    Article Title: OLB-AC: toward optimizing ligand bioactivities through deep graph learning and activity cliffs
    Article Snippet: Gaussian distributions, where df is the dimension of f . 2: Calculate d via taking the gradient of D with respect to r on f at εr0: g← ∇rD(W[f , f ],W[f , f ⊕ r])|r=εr0 d← η g ∥g∥2 D(W[f , f ],W[f , f ⊕ r]) ≜ (σ(W[f , f + r] W[f , f ] )− γ)2 +(σ( W[f , f − r] W[f , f ] )− γ)2 σ(x) ≜ Sigmoid(x) = 1/(1 + e−x) γ = Sigmoid(1) 3: Execute Algorithm S2 to generate the atom and bond features of the molecule near the activity cliff: [ãi, b̃i,j ] = AGRNs(f + d) S-20 Text S1: Performance Indexes 1) The square of Pearson correlation coefficient (r2) index is adopted for evaluating the performance of activity prediction from participants during the Kaggle 2012, which is defined as r2 = [ ∑n i=1 (yi − ȳ) (ŷi − ȳ)] 2∑n i=1 (yi − ȳ) 2∑n i=1 ( ŷi − ŷ )2 , (1) where yi and ŷi are the true and predicted bioactivity values, respectively, and ȳ and ̄̂yi are the mean values of the true and predicted bioactivity, respectively. n is the total number of test samples.



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    Kaggle Inc square of pearson correlation coefficient (r2) index
    Square Of Pearson Correlation Coefficient (R2) Index, supplied by Kaggle Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/square+of+pearson+correlation+coefficient+(r2)+index/square+of+pearson+correlation+coefficient++r2++index/pmc11208724__btae365_supplementary_data-85-116-134
    Average 90 stars, based on 1 article reviews
    square of pearson correlation coefficient (r2) index - by Bioz Stars, 2026-09
    90/100 stars
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