welltest_pta.DetectorCVResult

class welltest_pta.DetectorCVResult[source]

Bases: object

Cross-validation report from cross_validate_detector().

Parameters:

n_bootstrap (int)
bootstrap_n_dd_mean (float)
bootstrap_n_dd_std (float)
bootstrap_n_bu_mean (float)
bootstrap_n_bu_std (float)
sensitivity (dict[str, dict[str, float]])
edge_jaccard_mean (float)
edge_jaccard_std (float)
overall_score (float)
grade (str)
ref_n_dd (int)
ref_n_bu (int)
raw_data (dict)

__init__(n_bootstrap, bootstrap_n_dd_mean, bootstrap_n_dd_std, bootstrap_n_bu_mean, bootstrap_n_bu_std, sensitivity, edge_jaccard_mean, edge_jaccard_std, overall_score, grade, ref_n_dd, ref_n_bu, raw_data=<factory>)

Parameters:

n_bootstrap (int)
bootstrap_n_dd_mean (float)
bootstrap_n_dd_std (float)
bootstrap_n_bu_mean (float)
bootstrap_n_bu_std (float)
sensitivity (dict[str, dict[str, float]])
edge_jaccard_mean (float)
edge_jaccard_std (float)
overall_score (float)
grade (str)
ref_n_dd (int)
ref_n_bu (int)
raw_data (dict)

Return type:

None

Methods

`__init__`(n_bootstrap, bootstrap_n_dd_mean, ...)
`print_report`()	Pretty-print the CV report to stdout.

Attributes

`n_bootstrap`
`bootstrap_n_dd_mean`
`bootstrap_n_dd_std`
`bootstrap_n_bu_mean`
`bootstrap_n_bu_std`
`sensitivity`
`edge_jaccard_mean`
`edge_jaccard_std`
`overall_score`
`grade`
`ref_n_dd`
`ref_n_bu`
`raw_data`

n_bootstrap: int

bootstrap_n_dd_mean: float

bootstrap_n_dd_std: float

bootstrap_n_bu_mean: float

bootstrap_n_bu_std: float

sensitivity: dict[str, dict[str, float]]

edge_jaccard_mean: float

edge_jaccard_std: float

overall_score: float

grade: str

ref_n_dd: int

ref_n_bu: int

raw_data: dict

print_report()[source]

Pretty-print the CV report to stdout.

Return type:: None

__init__(n_bootstrap, bootstrap_n_dd_mean, bootstrap_n_dd_std, bootstrap_n_bu_mean, bootstrap_n_bu_std, sensitivity, edge_jaccard_mean, edge_jaccard_std, overall_score, grade, ref_n_dd, ref_n_bu, raw_data=<factory>)

Parameters:

n_bootstrap (int)
bootstrap_n_dd_mean (float)
bootstrap_n_dd_std (float)
bootstrap_n_bu_mean (float)
bootstrap_n_bu_std (float)
sensitivity (dict[str, dict[str, float]])
edge_jaccard_mean (float)
edge_jaccard_std (float)
overall_score (float)
grade (str)
ref_n_dd (int)
ref_n_bu (int)
raw_data (dict)

Return type:

None