Figure 5
From: Reliable anti-cancer drug sensitivity prediction and prioritization
Prioritization example GDSC2. This figure exemplifies the performance of our prioritization pipeline (cf. Fig. 2) when applied to one particular cell line (COSMIC ID 1240154) from the test set of the GDSC2 data set. The upper plot visualizes the classification performance with and without CP for all analyzed drugs. The middle plot depicts the regression result for all drugs, including the \(90\%\) CP interval, and the lower plot shows the resulting prioritized drug lists with the drugs ascendingly sorted by their upper CP limit prediction. Note that no drug was identified to be effective by the Summation score, i.e., no prioritization was possible and, thus, no plot is shown.
