Tversky¶
Category: optimization.loss_function.segmentation
Version: 1.0.0
UUID: b3c0b308ff3b902428726eab0413d3e1b6ce55a1f546e6f68beec1522910b6a9
Execution context: leip_af
Choice Priority: 300.0
Value Parameters¶
| Name | Synonyms | Type | Values |
|---|---|---|---|
| Weight constant that penalize model for FPs (False Positives) | optimization.loss_function.false_positives_penalty |
scalar | float |
| Weight constant that penalize model for FNs (False Negatives) | optimization.loss_function.false_negatives_penalty |
scalar | float |
| Constant that squares the error function | optimization.loss_function.squared_error_constant |
scalar | float |
| Mode | optimization.loss_function.mode |
choice | binarymulticlassmultilabel |
This component fits into¶
| Name | UUID | Synonyms |
|---|---|---|
| DeepLab v3 + | 3c98d2... |
optimization.loss_function |
| U-Net | 77f467... |
optimization.loss_function |
| PSPNet | fcb1a3... |
optimization.loss_function |