assign_scores | R Documentation |
Scoring the simulation in assignment of singlets and doublets
assign_scores(prob, I_sim, cutoff = seq(0, 1, 0.001))
prob |
Probability matrix for each cell to each component |
I_sim |
The true identity of assignment from simulation |
cutoff |
A list of cutoffs from 0 to 1 |
A list with components: df_sg, the recall/precision data.frame
calculated by multiPRC()
, AUC_sg, the AUC calculated by
multiPRC()
, df_db, the recall/precision data.frame calculated by
binaryPRC()
and AUC_db the AUC calculated by binaryPRC()
.
Note that multiPRC()
is run on a multiclass version of the problem
and binaryPRC
is run on a binarised version of the problem.
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