Time-Split Cross-Validation as a Method for Estimating the Goodness of Prospective Prediction

Time-split selection should be used in addition to random selection as a standard for cross-validation in QSAR model building, and gives an R(2) that is more like that of true prospective prediction than the R(1) from random selection or from the analog of leave-class-out selection.