summariseDiff {splatter} | R Documentation |
Summarise the results of diffSCEs
. Calculates the Median
Absolute Deviation (MAD), Mean Absolute Error (MAE), Root Mean Squared
Error (RMSE) and Kolmogorov-Smirnov (KS) statistics for the various
properties and ranks them.
summariseDiff(diff)
diff |
Output from |
data.frame with MADs, MAEs, RMSEs, scaled statistics and ranks
sim1 <- splatSimulate(nGenes = 1000, batchCells = 20) sim2 <- simpleSimulate(nGenes = 1000, nCells = 20) difference <- diffSCEs(list(Splat = sim1, Simple = sim2), ref = "Simple") summary <- summariseDiff(difference) head(summary)