The set of parameters that controls how a classifier is being learned
from a training set.
Inheritance Hierarchy
Stemmer.Cvb.MinosLearnParameters
Namespace: Stemmer.Cvb.Minos
Assembly: Stemmer.Cvb.Minos (in Stemmer.Cvb.Minos.dll) Version: 14.0.0.0
Syntax
The LearnParameters type exposes the following members.
Properties
Name | Description | |
---|---|---|
ContrastTrigger |
Contrast trigger is the minimum gray value difference the two regions
of one pair feature must have to be eligible to become a classifier
feature. Valid contrast triggers must be greater than 0, the default
value is 8.
| |
IndifferenceRadius |
Indifference radius is the radius (L1 norm!) around a positive
instance from which no counter sample is to be extracted. Valid
indifference radii must be greater than 0. The default value is 6
here.
| |
MinFeatureCount |
This value defines how many features must be extracted at the very
least per class in a classifier.
| |
NegativesDensity |
Negatives density is the density at which counter samples are
extracted from the training set images during the learning phase.
Valid negatives densities range from 0.0 to 1.0. The default value is
1.0.
|
Methods
Name | Description | |
---|---|---|
Equals | (Inherited from Object.) | |
Finalize | Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object.) | |
GetHashCode | Serves as a hash function for a particular type. (Inherited from Object.) | |
GetType | Gets the Type of the current instance. (Inherited from Object.) | |
MemberwiseClone | Creates a shallow copy of the current Object. (Inherited from Object.) | |
ToString | Returns a string that represents the current object. (Inherited from Object.) |
Fields
Name | Description | |
---|---|---|
ContrastTriggerDefault |
Default value for ContrastTrigger.
| |
EnsembleSizeDefault |
Default value for EnsembleSize.
| |
IndifferenceRadiusDefault |
Default value for the IndifferenceRadius.
| |
MinFeatureCountDefault |
Default value for MinFeatureCount.
| |
NegativesDensityDefault |
Default value for NegativesDensity.
| |
PolydromyDefault |
Default value for Polydromy.
|
See Also