Sentence examples for based on ranking data from inspiring English sources
This problem is more serious in collaborative ranking domain, in which calculating the users' similarities and recommending items are based on ranking data.
Worth estimates based on ranking data indicate that methotrexate and mycophenolate mofetil are consistently ranked first or second overall in all scenarios, while cyclosporine, azathioprine, adalimumab, and infliximab are clustered in the middle and cyclophosphamide is consistently ranked last.
Worth estimates were calculated based on ranking data using a Bradley Terry model to represent what fraction of overall worth could be assigned to each treatment and to estimate an overall ranking [6].
In this work, the initialization is done based on the ranked data available, generating a initial model using random initialization.
Spearman's Rho is suitable for ordinal data since it is based on ranks of data.
Sums of squares based on rank transformed data were used.
Based on ranking of the entire data set, the gene-set enrichment analysis tool [ 45] performs a similar analysis and yields a significant enrichment for the sub-categories (all but HOX factors) of transcription factors from AnimalTFDB for upregulated genes (see Figure 3C and Additional file 3).
Such a context usually implies testing based on ranks or applying data rank transformations prior to the application of a parametric test.
The second method is also based on rank-transformed gene expression data as in the first method; however it computes Pearson correlation instead of Spearman correlation.
For bivariate data, coefficients of correlation based on ranks measure concordance of the data.
