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-rw-r--r--src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/LimitEigenPairFilter.java39
1 files changed, 19 insertions, 20 deletions
diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/LimitEigenPairFilter.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/LimitEigenPairFilter.java
index b3bd04b3..4d9e7331 100644
--- a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/LimitEigenPairFilter.java
+++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/pca/LimitEigenPairFilter.java
@@ -34,9 +34,8 @@ import de.lmu.ifi.dbs.elki.utilities.documentation.Title;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.AbstractParameterizer;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.OptionID;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.WrongParameterValueException;
+import de.lmu.ifi.dbs.elki.utilities.optionhandling.constraints.CommonConstraints;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.constraints.GlobalParameterConstraint;
-import de.lmu.ifi.dbs.elki.utilities.optionhandling.constraints.GreaterEqualConstraint;
-import de.lmu.ifi.dbs.elki.utilities.optionhandling.constraints.LessEqualConstraint;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.constraints.ParameterConstraint;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.constraints.ParameterFlagGlobalConstraint;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization.Parameterization;
@@ -98,26 +97,27 @@ public class LimitEigenPairFilter implements EigenPairFilter {
@Override
public FilteredEigenPairs filter(SortedEigenPairs eigenPairs) {
StringBuilder msg = new StringBuilder();
- if (LOG.isDebugging()) {
+ if(LOG.isDebugging()) {
msg.append("delta = ").append(delta);
}
// determine limit
double limit;
- if (absolute) {
+ if(absolute) {
limit = delta;
- } else {
+ }
+ else {
double max = Double.NEGATIVE_INFINITY;
- for (int i = 0; i < eigenPairs.size(); i++) {
+ for(int i = 0; i < eigenPairs.size(); i++) {
EigenPair eigenPair = eigenPairs.getEigenPair(i);
double eigenValue = Math.abs(eigenPair.getEigenvalue());
- if (max < eigenValue) {
+ if(max < eigenValue) {
max = eigenValue;
}
}
limit = max * delta;
}
- if (LOG.isDebugging()) {
+ if(LOG.isDebugging()) {
msg.append("\nlimit = ").append(limit);
}
@@ -126,16 +126,17 @@ public class LimitEigenPairFilter implements EigenPairFilter {
List<EigenPair> weakEigenPairs = new ArrayList<>();
// determine strong and weak eigenpairs
- for (int i = 0; i < eigenPairs.size(); i++) {
+ for(int i = 0; i < eigenPairs.size(); i++) {
EigenPair eigenPair = eigenPairs.getEigenPair(i);
double eigenValue = Math.abs(eigenPair.getEigenvalue());
- if (eigenValue >= limit) {
+ if(eigenValue >= limit) {
strongEigenPairs.add(eigenPair);
- } else {
+ }
+ else {
weakEigenPairs.add(eigenPair);
}
}
- if (LOG.isDebugging()) {
+ if(LOG.isDebugging()) {
msg.append("\nstrong EigenPairs = ").append(strongEigenPairs);
msg.append("\nweak EigenPairs = ").append(weakEigenPairs);
LOG.debugFine(msg.toString());
@@ -166,16 +167,16 @@ public class LimitEigenPairFilter implements EigenPairFilter {
protected void makeOptions(Parameterization config) {
super.makeOptions(config);
Flag absoluteF = new Flag(EIGENPAIR_FILTER_ABSOLUTE);
- if (config.grab(absoluteF)) {
+ if(config.grab(absoluteF)) {
absolute = absoluteF.isTrue();
}
DoubleParameter deltaP = new DoubleParameter(EIGENPAIR_FILTER_DELTA, DEFAULT_DELTA);
- deltaP.addConstraint(new GreaterEqualConstraint(0));
- if (config.grab(deltaP)) {
+ deltaP.addConstraint(CommonConstraints.GREATER_EQUAL_ZERO_DOUBLE);
+ if(config.grab(deltaP)) {
delta = deltaP.doubleValue();
// TODO: make this a global constraint?
- if (absolute && deltaP.tookDefaultValue()) {
+ if(absolute && deltaP.tookDefaultValue()) {
config.reportError(new WrongParameterValueException("Illegal parameter setting: " + "Flag " + absoluteF.getName() + " is set, " + "but no value for " + deltaP.getName() + " is specified."));
}
}
@@ -187,10 +188,8 @@ public class LimitEigenPairFilter implements EigenPairFilter {
List<ParameterConstraint<? super Double>> cons = new ArrayList<>();
// TODO: Keep the constraint here - applies to non-conditional case as
// well, and is set above.
- ParameterConstraint<Number> aboveNull = new GreaterEqualConstraint(0.);
- cons.add(aboveNull);
- ParameterConstraint<Number> underOne = new LessEqualConstraint(1.);
- cons.add(underOne);
+ cons.add(CommonConstraints.GREATER_EQUAL_ZERO_DOUBLE);
+ cons.add(CommonConstraints.LESS_EQUAL_ONE_DOUBLE);
GlobalParameterConstraint gpc = new ParameterFlagGlobalConstraint<>(deltaP, cons, absoluteF, false);
config.checkConstraint(gpc);