ImputeTesting {Sconify} | R Documentation |
Tests the euclidean distance error for imputation using knn and markers of interest
ImputeTesting(k.titration, cells, input.markers, test.markers)
k.titration |
a vector integer values of k to be tested |
cells |
a matrix of cells by features used as original input |
input.markers |
markers to be used for the knn calculation |
test.markers |
the markers to be tested for imputation (either surface or scone) |
the median imputation error for each value k tested
ImputeTesting(k.titration = c(10, 20), cells = wand.combined, input.markers = input.markers, test.markers = funct.markers)