ConfusionRates#

class causalpy.checks.placebo_in_time.ConfusionRates[source]#

Rate metrics from the assurance confusion matrix.

true_positive_rate#

P(decide “positive” | alternative true).

Type:: float

false_positive_rate#

P(decide “positive” | null true).

Type:: float

true_negative_rate#

P(decide “null” | null true).

Type:: float

false_negative_rate#

P(decide “null” | alternative true).

Type:: float

null_indeterminate_rate#

P(decide “indeterminate” | null true).

Type:: float

alt_indeterminate_rate#

P(decide “indeterminate” | alternative true).

Type:: float

Methods

Attributes

`true_positive_rate`
`false_positive_rate`
`true_negative_rate`
`false_negative_rate`
`null_indeterminate_rate`
`alt_indeterminate_rate`

__init__(true_positive_rate, false_positive_rate, true_negative_rate, false_negative_rate, null_indeterminate_rate, alt_indeterminate_rate)#

Parameters:

true_positive_rate (float)
false_positive_rate (float)
true_negative_rate (float)
false_negative_rate (float)
null_indeterminate_rate (float)
alt_indeterminate_rate (float)

Return type:

None

classmethod __new__(*args, **kwargs)#