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CVBpy 14.0
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CVBpy 14.0
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Factory class for classification predictors. More...
Inherits PredictorFactoryBaseEx.
Public Member Functions | |
| None | use_settings_from_predictor (self, cvb.polimago.ClassificationPredictor clf) |
| Copy the predictor generation settings from a predictor. More... | |
| None | use_settings_from_test_result (self, cvb.polimago.ClassificationTestResult res) |
| Copy the predictor generation settings from a test result. More... | |
 Public Member Functions inherited from PredictorFactoryBaseEx | |
| int | interpolation_default () |
| Default value for interpolation. More... | |
| Public Member Functions inherited from PredictorFactoryBase | |
| int | feature_resolution_default () |
| Default value for feature resolution. More... | |
| cvb.NumberRange | feature_resolution_range () |
| Valid range of feature resolution value. More... | |
| str | format_preprocessing_code (str input) |
| Correct a preprocessing code to make sure that no invalid characters are in the code and the code does not exceed the maximum length. More... | |
| float | lambda_default () |
| Default value for lambda. More... | |
| cvb.NumberRange | lambda_range () |
| Acceptable scale factor range for search classifier training. More... | |
| int | preprocessing_max_length () |
| Maximum length of a preprocessing code (excluding the terminating zero). More... | |
| List[str] | preprocessing_valid_characters () |
| Characters that a preprocessing string may contain. More... | |
Properties | |
| usage = property | |
| int: The type of classification for which to generate the predictor (see cvb.polimago.ClassificationType). | |
| Properties inherited from PredictorFactoryBaseEx | |
| feature_resolution = property | |
| int: The feature resolution (determines the size of the classification retina). | |
| interpolation = property | |
| int: The interpolation setting to be used for generating this object (see cvb.polimago.InterpolationType). More... | |
| Properties inherited from PredictorFactoryBase | |
| lambda_ = property | |
| float: The regularization value to be used for generating the object. More... | |
| preprocessing = property | |
| str: Preprocessing code with which the object is to be generated. | |
Factory class for classification predictors.
This is the constructor.
usage_type : int The type of predictor to be generated (see cvb.polimago.ClassificationType).
| None use_settings_from_predictor | ( | self, | |
| cvb.polimago.ClassificationPredictor | clf | ||
| ) |
Copy the predictor generation settings from a predictor.
clf : cvb.polimago.ClassificationPredictor Predictor to take the settings from.
| None use_settings_from_test_result | ( | self, | |
| cvb.polimago.ClassificationTestResult | res | ||
| ) |
Copy the predictor generation settings from a test result.
res : cvb.polimago.ClassificationTestResult Test result object from which to adopt the training settings.