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Table 1 Performance of DeepDR and other models

From: Predicting drug response of tumors from integrated genomic profiles by deep neural networks

Measurement DeepDR Linear regression SVM Random initialization PCA Eenc only Menc only
Median MSE in testing samplesa 1.96 10.24b 8.92c 2.30 2.44 1.96 3.09
Median number of training epochsa 14 9 29 17 9.5
  1. aMedian of 100 shuffles of training, validation, and testing samples
  2. bResult of one multivariate regression model
  3. cResults of 265 SVM models, each predicting IC50 for a drug