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SUMMARY: NESTED | ENUM CONSTANTS | FIELD | METHOD | DETAIL: ENUM CONSTANTS | FIELD | METHOD |
java.lang.Objectjava.lang.Enum<AbstractPopulation.FitnessFunction>
geneticWedge.gp.AbstractPopulation.FitnessFunction
public static enum AbstractPopulation.FitnessFunction
The FitnessFunction is used to select Individuals from a Population for breeding.
Enum Constant Summary | |
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ABSOLUTE_ERROR
Average absolute value of error |
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AOREC
Area over the REC curve |
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AUROC
Area under the ROC curve |
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CLUSTERED_REGRESSION
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COMBINED_CLASSIFICATION_ERROR
This is the sqrt of the sum of the squares of the false negative fraction and the false positive fraction during classification. |
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MSE
Mean Square Error |
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NPV
NPV is the negative predictive value, that is the probability that a given prediction is actually false given that it is predicted as false. |
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NUMBER_CORRECT_BINARY
Number of correct binary classifications; the output must have the correct sign to give correct classification |
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PPV
PPV is the positive predictive value, that is the probability that a given prediction is actually true given that it is predicted as true. |
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PREDEFINED
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RMSE
Root Mean Square Error |
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SENSITIVITY
Sensitivity is the ratio TP/(TP+FN) |
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SPECIFICITY
Specificity is the ratio TN/(TN+FP) |
Method Summary | |
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static AbstractPopulation.FitnessFunction |
valueOf(java.lang.String name)
Returns the enum constant of this type with the specified name. |
static AbstractPopulation.FitnessFunction[] |
values()
Returns an array containing the constants of this enum type, in the order they're declared. |
Methods inherited from class java.lang.Enum |
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clone, compareTo, equals, getDeclaringClass, hashCode, name, ordinal, toString, valueOf |
Methods inherited from class java.lang.Object |
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finalize, getClass, notify, notifyAll, wait, wait, wait |
Enum Constant Detail |
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public static final AbstractPopulation.FitnessFunction MSE
public static final AbstractPopulation.FitnessFunction RMSE
public static final AbstractPopulation.FitnessFunction ABSOLUTE_ERROR
public static final AbstractPopulation.FitnessFunction NUMBER_CORRECT_BINARY
public static final AbstractPopulation.FitnessFunction COMBINED_CLASSIFICATION_ERROR
public static final AbstractPopulation.FitnessFunction AUROC
public static final AbstractPopulation.FitnessFunction AOREC
public static final AbstractPopulation.FitnessFunction SENSITIVITY
public static final AbstractPopulation.FitnessFunction SPECIFICITY
public static final AbstractPopulation.FitnessFunction PPV
public static final AbstractPopulation.FitnessFunction NPV
public static final AbstractPopulation.FitnessFunction CLUSTERED_REGRESSION
public static final AbstractPopulation.FitnessFunction PREDEFINED
Method Detail |
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public static final AbstractPopulation.FitnessFunction[] values()
for(AbstractPopulation.FitnessFunction c : AbstractPopulation.FitnessFunction.values()) System.out.println(c);
public static AbstractPopulation.FitnessFunction valueOf(java.lang.String name)
name
- the name of the enum constant to be returned.
java.lang.IllegalArgumentException
- if this enum type has no constant
with the specified name
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