R: Compute a limited F-measure

Flimited {NPflow} | R Documentation

## Compute a limited F-measure

### Description

A limited version of F-measure that only takes into account small clusters

### Usage

    Flimited(n_small_clst, pred, ref)

### Arguments

`n_small_clst` | an integer for limit size of the small cluster
`pred` | vector of a predicted partition
`ref` | vector of a reference partition

### References

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

### Examples

    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)

[Package NPflow version 0.13.3 Index]