| Flimited {NPflow} | R Documentation |
A limited version of F-measure that only takes into account small clusters
Flimited(n_small_clst, pred, ref)
n_small_clst |
an integer for limit size of the small cluster |
pred |
vector of a predicted partition |
ref |
vector of a reference partition |
Hejblum BP, Alkhassim C, Gottardo R, Caron F and Thiebaut R (2019) Sequential Dirichlet Process Mixtures of Multivariate Skew t-distributions for Model-based Clustering of Flow Cytometry Data. The Annals of Applied Statistics, 13(1): 638-660. <doi: 10.1214/18-AOAS1209> <arXiv: 1702.04407> https://arxiv.org/abs/1702.04407 https://doi.org/10.1214/18-AOAS1209
pred <- c(rep(1, 5),rep(2, 8),rep(3,10)) ref <- c(rep(1, 5),rep(c(2,3), 4),rep(c(3,2),5)) FmeasureC(pred, ref) Flimited(6, pred, ref)