public void IsCompatibleReturnsFalseForDifferentMinimumInformationGain()
{
var defaultConfig = this._builder.BuildWithFallback(null);
var otherConfig = new GenomePredictionRandomForestConfig.GenomePredictionRandomForestConfigBuilder()
.SetMinimumInformationGain(defaultConfig.MinimumInformationGain + 0.1)
.BuildWithFallback(defaultConfig);
ConfigurationBaseTest.CheckIncompatibility(defaultConfig, otherConfig);
}
public void IsCompatibleReturnsFalseForDifferentTreeCount()
{
var defaultConfig = this._builder.BuildWithFallback(null);
var otherConfig = new GenomePredictionRandomForestConfig.GenomePredictionRandomForestConfigBuilder()
.SetTreeCount(defaultConfig.TreeCount + 1)
.BuildWithFallback(defaultConfig);
ConfigurationBaseTest.CheckIncompatibility(defaultConfig, otherConfig);
}
public void IsCompatibleReturnsFalseForDifferentInitialStepSize()
{
var defaultConfig = this._builder.BuildWithFallback(null);
var otherConfig = new CovarianceMatrixAdaptationStrategyConfiguration.CovarianceMatrixAdaptationStrategyConfigurationBuilder()
.SetInitialStepSize(defaultConfig.InitialStepSize + 0.02)
.BuildWithFallback(defaultConfig);
ConfigurationBaseTest.CheckIncompatibility(defaultConfig, otherConfig);
}
public void IsCompatibleReturnsFalseForIncumbentFocusWithForDifferentMinimumDomainSize()
{
var focusedConfig = this._builder.SetFocusOnIncumbent(true).BuildWithFallback(null);
var otherConfig = new CovarianceMatrixAdaptationStrategyConfiguration.CovarianceMatrixAdaptationStrategyConfigurationBuilder()
.SetMinimumDomainSize(focusedConfig.MinimumDomainSize + 1)
.BuildWithFallback(focusedConfig);
ConfigurationBaseTest.CheckIncompatibility(focusedConfig, otherConfig);
}
public void IsCompatibleReturnsFalseForDifferentFixInstancesFlags()
{
var defaultConfig = this._builder.BuildWithFallback(null);
var otherConfig = new CovarianceMatrixAdaptationStrategyConfiguration.CovarianceMatrixAdaptationStrategyConfigurationBuilder()
.SetFixInstances(!defaultConfig.FixInstances)
.BuildWithFallback(defaultConfig);
ConfigurationBaseTest.CheckIncompatibility(defaultConfig, otherConfig);
}
public void IsCompatibleReturnsFalseForDifferentMaximumNumberGenerations()
{
var defaultConfig = this._builder.BuildWithFallback(null);
var otherConfig = new CovarianceMatrixAdaptationStrategyConfiguration.CovarianceMatrixAdaptationStrategyConfigurationBuilder()
.SetMaximumNumberGenerations(defaultConfig.MaximumNumberGenerations - 1)
.BuildWithFallback(defaultConfig);
ConfigurationBaseTest.CheckIncompatibility(defaultConfig, otherConfig);
}
public void IsCompatibleReturnsFalseForDifferentLearningRate()
{
var defaultConfig = this._builder.BuildWithFallback(null);
var otherConfig = new DifferentialEvolutionConfiguration.DifferentialEvolutionConfigurationBuilder()
.SetLearningRate(defaultConfig.LearningRate + 0.01)
.BuildWithFallback(defaultConfig);
ConfigurationBaseTest.CheckIncompatibility(defaultConfig, otherConfig);
}
public void IsCompatibleReturnsFalseForDifferentFocusOnIncumbentFlags()
{
var defaultConfig = this._builder
.SetDifferentialEvolutionConfigurationBuilder(this._defaultDifferentialEvolutionConfigurationBuilder)
.BuildWithFallback(null);
var otherConfig = new DifferentialEvolutionStrategyConfiguration.DifferentialEvolutionStrategyConfigurationBuilder()
.SetDifferentialEvolutionConfigurationBuilder(this._defaultDifferentialEvolutionConfigurationBuilder)
.SetFocusOnIncumbent(!defaultConfig.FocusOnIncumbent)
.BuildWithFallback(defaultConfig);
ConfigurationBaseTest.CheckIncompatibility(defaultConfig, otherConfig);
}
public void IsCompatibleReturnsFalseForDifferentMaximumNumberGenerations()
{
var defaultConfig = this._builder
.SetDifferentialEvolutionConfigurationBuilder(this._defaultDifferentialEvolutionConfigurationBuilder)
.BuildWithFallback(null);
var otherConfig = new DifferentialEvolutionStrategyConfiguration.DifferentialEvolutionStrategyConfigurationBuilder()
.SetDifferentialEvolutionConfigurationBuilder(this._defaultDifferentialEvolutionConfigurationBuilder)
.SetMaximumNumberGenerations(defaultConfig.MaximumNumberGenerations - 1)
.BuildWithFallback(defaultConfig);
ConfigurationBaseTest.CheckIncompatibility(defaultConfig, otherConfig);
}
public void IsCompatibleReturnsFalseForIncumbentFocusWithDifferentReplacementRate()
{
var localConfig = this._builder
.SetDifferentialEvolutionConfigurationBuilder(this._defaultDifferentialEvolutionConfigurationBuilder)
.SetFocusOnIncumbent(true)
.BuildWithFallback(null);
var otherConfig = new DifferentialEvolutionStrategyConfiguration.DifferentialEvolutionStrategyConfigurationBuilder()
.SetDifferentialEvolutionConfigurationBuilder(this._defaultDifferentialEvolutionConfigurationBuilder)
.SetReplacementRate(localConfig.ReplacementRate + 0.1)
.BuildWithFallback(localConfig);
ConfigurationBaseTest.CheckIncompatibility(localConfig, otherConfig);
}
public void IsCompatibleReturnsFalseForIncompatibleDifferentialEvolutionConfigurationBuilders()
{
var defaultConfig = this._builder
.SetDifferentialEvolutionConfigurationBuilder(this._defaultDifferentialEvolutionConfigurationBuilder)
.BuildWithFallback(null);
var incompatibleDifferentialEvolutionConfigurationBuilder = this._defaultDifferentialEvolutionConfigurationBuilder
.SetBestPercentage(this._defaultDifferentialEvolutionConfigurationBuilder.BuildWithFallback(null).BestPercentage + 0.01);
var otherConfig = new DifferentialEvolutionStrategyConfiguration.DifferentialEvolutionStrategyConfigurationBuilder()
.SetDifferentialEvolutionConfigurationBuilder(incompatibleDifferentialEvolutionConfigurationBuilder)
.BuildWithFallback(defaultConfig);
ConfigurationBaseTest.CheckIncompatibility(defaultConfig, otherConfig);
}
