AUCPRHingeLoss.Config¶

Component: AUCPRHingeLoss

class AUCPRHingeLoss.Config[source]

Bases: ConfigBase

precision_range_lower¶

the lower range of precision values over which to compute AUC. Must be nonnegative, leq precision_range_upper, and leq 1.0.

Type:	float

precision_range_upper¶

the upper range of precision values over which to compute AUC. Must be nonnegative, geq precision_range_lower, and leq 1.0.

Type:	float

num_classes¶

number of classes(aka labels)

Type:	int

num_anchors¶

The number of grid points used to approximate the Riemann sum.

Type:	int

All Attributes (including base classes)

precision_range_lower: float = 0.0

precision_range_upper: float = 1.0

num_classes: int = 1

num_anchors: int = 20

Default JSON

{
    "precision_range_lower": 0.0,
    "precision_range_upper": 1.0,
    "num_classes": 1,
    "num_anchors": 20
}