Figure 5.

Concept and performances of phenotype classification trained with focused population data (pDs). (a) Model A is trained to classify the disease phenotype (AR-97Q cells with dihydrotestosterone (DHT)) and the rescued phenotype (AR-97Q cells treated with pioglitazone (PG) and DHT). The classification performances based on cross-validation and blind test data are shown in tables. (b) Model B is trained to classify the disease phenotype and healthy phenotype (AR-24Q cells with DHT). The classification performances based on cross-validation and blind test data are shown in tables. All illustrations created by Adobe Illustrator 24.1.1 (https://www.adobe.com/jp/products/illustrator.html).