Drug Response Prediction Based on 1D Convolutional Neural Network and Attention Mechanism

Table 1

Comparison results of accuracy rates.

Model name	Recognition accuracy
Random forest	81.1%
One-dimensional convolutional neural network	81.6%
One-dimensional convolutional neural network with attention mechanism added	84.6%