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ProteinInferenceOptions_FIDO Type

Union cases

Union case Description

Alpha float

Full Usage: Alpha float

Parameters:
    Item : float

Set Fido's probability with which a present protein emits an associated peptide. Set by grid search if not specified.

Item : float

Beta float

Full Usage: Beta float

Parameters:
    Item : float

Set Fido's probability of creation of a peptide from noise. Set by grid search if not specified.

Item : float

EmpricialQValue

Full Usage: EmpricialQValue

Estimate empirical p-values and q-values using target-decoy analysis.

Gamma float

Full Usage: Gamma float

Parameters:
    Item : float

Set Fido's prior probability that a protein is present in the sample. Set by grid search if not specified.

Item : float

GridSearchDepth float

Full Usage: GridSearchDepth float

Parameters:
    Item : float

Setting the gridsearch-depth to 0 (fastest), 1 or 2 (slowest) controls how much computational time is required for the estimation of alpha, beta and gamma parameters for Fido. Default = 0.

Item : float

GridSearchSpeed float

Full Usage: GridSearchSpeed float

Parameters:
    Item : float

Apply the specified threshold to PSM, peptide and protein probabilities to obtain a faster estimate of the alpha, beta and gamma parameters. Default = 0; Recommended when set = 0.2.

Item : float

NoSubgraphSplitting

Full Usage: NoSubgraphSplitting

Do not approximate the posterior distribution by allowing large graph components to be split into subgraphs. The splitting is done by duplicating peptides with low probabilities. Splitting continues until the number of possible configurations of each subgraph is below 2^18.

ProteinTruncationThreshold

Full Usage: ProteinTruncationThreshold

To speed up inference, proteins for which none of the associated peptides has a probability exceeding the specified threshold will be assigned probability = 0. Default = 0.01.

QValueThreshold float

Full Usage: QValueThreshold float

Parameters:
    Item : float

Q-value threshold that will be used in the computation of the MSE and ROC AUC score in the grid search. Recommended 0.05 for normal size datasets and 0.1 for big size datasets. Default = 0.1.

Item : float

UseFido

Full Usage: UseFido

Use the Fido algorithm to infer protein probabilities.

Instance members

Instance member Description

this.IsAlpha

Full Usage: this.IsAlpha

Returns: bool
Returns: bool

this.IsBeta

Full Usage: this.IsBeta

Returns: bool
Returns: bool

this.IsEmpricialQValue

Full Usage: this.IsEmpricialQValue

Returns: bool
Returns: bool

this.IsGamma

Full Usage: this.IsGamma

Returns: bool
Returns: bool

this.IsGridSearchDepth

Full Usage: this.IsGridSearchDepth

Returns: bool
Returns: bool

this.IsGridSearchSpeed

Full Usage: this.IsGridSearchSpeed

Returns: bool
Returns: bool

this.IsNoSubgraphSplitting

Full Usage: this.IsNoSubgraphSplitting

Returns: bool
Returns: bool

this.IsProteinTruncationThreshold

Full Usage: this.IsProteinTruncationThreshold

Returns: bool
Returns: bool

this.IsQValueThreshold

Full Usage: this.IsQValueThreshold

Returns: bool
Returns: bool

this.IsUseFido

Full Usage: this.IsUseFido

Returns: bool
Returns: bool

Type something to start searching.