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Figure 5 | BMC Genomics

Figure 5

From: Combinatorial epigenetic patterns as quantitative predictors of chromatin biology

Figure 5

Classification performance of individual marks and codes. Classification performance between TSS-proximal and TSS-distal Pol2-bound sites estimated as the area under the ROC. Classification on individual marks or codes was done using L2 penalized logistic regression and all models were trained using 10-fold cross validation and the model with the highest performance was evaluated on a holdout set of 20 percent observations. Codes and their weights were obtained by the "discriminatory" algorithm.

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