Factory object for holdout tests. More...
Inherits TestResultFactory.
Public Member Functions | |
ClassificationTestResult | RunTest (int holdoutSize, ClassificationType usage, SampleDatabase.SampleClassificationImageList database) |
Perform a hold out test on a sample database. | |
RegressionTestResult | RunTest (int holdoutSize, SampleDatabase.SampleRegressionImageList database) |
Perform a hold out test on a sample database. | |
ClassificationTestResult | RunTest (int holdoutSize, ClassificationType usage, TrainingSet database) |
Perform a hold out test on a sample database. | |
Properties | |
InterpolationType | Interpolation [get, set] |
Interpolation setting to be used for generating this object. Using interpolation will generate less artifacts, but requires more processor time. | |
double | Lambda [get, set] |
Regularization value to be used for generating the object. Possible values range from 0 to 10, good starting values for experiments are usually around 0.01. | |
string | Preprocessing [get, set] |
Preprocessing code with which the object is to be generated. | |
int | FeatureResolution [get, set] |
Feature resolution (determines the size of the classification retina. | |
Additional Inherited Members | |
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TestResultFactory () | |
ctor (internal). | |
virtual void | OnStartProgressReport (int id, string caption, int stepsTotal) |
Event raiser. | |
virtual void | OnProgressReport (int id, ref bool retval) |
Event raiser. | |
virtual void | OnEndProgressReport (int id) |
Event raiser. | |
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EventHandler< StartProgressReportEventArgs > | StartProgressReport |
Event that will be fired when a new progress stage was initiated. | |
EventHandler< ProgressReportEventArgs > | ProgressReport |
Event that informs about a progress step in the given stage. | |
EventHandler< EndProgressReportEventArgs > | EndProgressReport |
Event that informs about the finalization of a given stage. | |
Factory object for holdout tests.
ClassificationTestResult RunTest | ( | int | holdoutSize, |
ClassificationType | usage, | ||
SampleDatabase.SampleClassificationImageList | database ) |
Perform a hold out test on a sample database.
holdoutSize | Holdout bag size (lower values will take significantly longer to calculate, but will yield a more fine- grained result). |
usage | Classification mode. |
database | Sample database to test. |
ClassificationTestResult RunTest | ( | int | holdoutSize, |
ClassificationType | usage, | ||
TrainingSet | database ) |
Perform a hold out test on a sample database.
holdoutSize | Holdout bag size (lower values will take significantly longer to calculate, but will yield a more fine- grained result). |
usage | Classification mode. |
database | Sample database to test. |
RegressionTestResult RunTest | ( | int | holdoutSize, |
SampleDatabase.SampleRegressionImageList | database ) |
Perform a hold out test on a sample database.
holdoutSize | Holdout bag size (lower values will take significantly longer to calculate, but will yield a more fine- grained result). |
database | Sample database to test. |