| private readObject ( ) : global::java.lang.Object | ||
| return | global::java.lang.Object | |
public static void Main(String[] args)
{
try
{
// Load the model
java.io.ObjectInputStream stream = new java.io.ObjectInputStream(new java.io.FileInputStream("iris_j48.model"));
weka.classifiers.Classifier qhClassifier = (weka.classifiers.Classifier)stream.readObject();
stream.close();
// This model was trained on 66% of instances from the iris dataset. Test the model on remaining 34% instances.
weka.core.Instances insts = new weka.core.Instances(new java.io.FileReader("iris.arff"));
insts.setClassIndex(insts.numAttributes() - 1);
int percentSplit = 66;
int trainSize = insts.numInstances() * percentSplit / 100;
int testSize = insts.numInstances() - trainSize;
int numCorrect = 0;
for (int i = trainSize; i < insts.numInstances(); i++)
{
weka.core.Instance currentInst = insts.instance(i);
double predictedClass = qhClassifier.classifyInstance(currentInst);
if (predictedClass == insts.instance(i).classValue())
{
numCorrect++;
}
}
Console.WriteLine(numCorrect + " out of " + testSize + " correct (" + (double)((double)numCorrect / (double)testSize * 100.0) + "%)");
}
catch (java.lang.Exception e)
{
e.printStackTrace();
}
}
public static Paint readPaint(ObjectInputStream stream)
{
if (stream == null)
{
string str = "Null 'stream' argument.";
Throwable.__\u003CsuppressFillInStackTrace\u003E();
throw new IllegalArgumentException(str);
}
else
{
object obj1 = (object) null;
if (!stream.readBoolean())
{
Class c = (Class) stream.readObject();
if (SerialUtilities.isSerializable(c))
obj1 = (object) (Paint) stream.readObject();
else if (Object.instancehelper_equals((object) c, SerialUtilities.class\u0024java\u0024awt\u0024GradientPaint != null ? (object) SerialUtilities.class\u0024java\u0024awt\u0024GradientPaint : (object) (SerialUtilities.class\u0024java\u0024awt\u0024GradientPaint = SerialUtilities.class\u0024("java.awt.GradientPaint"))))
obj1 = (object) new GradientPaint(stream.readFloat(), stream.readFloat(), (Color) stream.readObject(), stream.readFloat(), stream.readFloat(), (Color) stream.readObject(), stream.readBoolean());
}
object obj2 = obj1;
if (obj2 == null)
return (Paint) null;
Paint paint = obj2 as Paint;
if (paint != null)
return paint;
else
throw new IncompatibleClassChangeError();
}
}
public static Shape readShape(ObjectInputStream stream)
{
if (stream == null)
{
string str = "Null 'stream' argument.";
Throwable.__\u003CsuppressFillInStackTrace\u003E();
throw new IllegalArgumentException(str);
}
else
{
object obj1 = (object) null;
if (!stream.readBoolean())
{
Class @class = (Class) stream.readObject();
if (Object.instancehelper_equals((object) @class, SerialUtilities.class\u0024java\u0024awt\u0024geom\u0024Line2D != null ? (object) SerialUtilities.class\u0024java\u0024awt\u0024geom\u0024Line2D : (object) (SerialUtilities.class\u0024java\u0024awt\u0024geom\u0024Line2D = SerialUtilities.class\u0024("java.awt.geom.Line2D"))))
obj1 = (object) new Line2D.Double(stream.readDouble(), stream.readDouble(), stream.readDouble(), stream.readDouble());
else if (Object.instancehelper_equals((object) @class, SerialUtilities.class\u0024java\u0024awt\u0024geom\u0024Rectangle2D != null ? (object) SerialUtilities.class\u0024java\u0024awt\u0024geom\u0024Rectangle2D : (object) (SerialUtilities.class\u0024java\u0024awt\u0024geom\u0024Rectangle2D = SerialUtilities.class\u0024("java.awt.geom.Rectangle2D"))))
obj1 = (object) new Rectangle2D.Double(stream.readDouble(), stream.readDouble(), stream.readDouble(), stream.readDouble());
else if (Object.instancehelper_equals((object) @class, SerialUtilities.class\u0024java\u0024awt\u0024geom\u0024Ellipse2D != null ? (object) SerialUtilities.class\u0024java\u0024awt\u0024geom\u0024Ellipse2D : (object) (SerialUtilities.class\u0024java\u0024awt\u0024geom\u0024Ellipse2D = SerialUtilities.class\u0024("java.awt.geom.Ellipse2D"))))
obj1 = (object) new Ellipse2D.Double(stream.readDouble(), stream.readDouble(), stream.readDouble(), stream.readDouble());
else if (Object.instancehelper_equals((object) @class, SerialUtilities.class\u0024java\u0024awt\u0024geom\u0024Arc2D != null ? (object) SerialUtilities.class\u0024java\u0024awt\u0024geom\u0024Arc2D : (object) (SerialUtilities.class\u0024java\u0024awt\u0024geom\u0024Arc2D = SerialUtilities.class\u0024("java.awt.geom.Arc2D"))))
obj1 = (object) new Arc2D.Double(stream.readDouble(), stream.readDouble(), stream.readDouble(), stream.readDouble(), stream.readDouble(), stream.readDouble(), stream.readInt());
else if (Object.instancehelper_equals((object) @class, SerialUtilities.class\u0024java\u0024awt\u0024geom\u0024GeneralPath != null ? (object) SerialUtilities.class\u0024java\u0024awt\u0024geom\u0024GeneralPath : (object) (SerialUtilities.class\u0024java\u0024awt\u0024geom\u0024GeneralPath = SerialUtilities.class\u0024("java.awt.geom.GeneralPath"))))
{
GeneralPath generalPath = new GeneralPath();
float[] numArray = new float[6];
for (int index1 = stream.readBoolean() ? 1 : 0; index1 == 0; index1 = stream.readBoolean() ? 1 : 0)
{
int num = stream.readInt();
for (int index2 = 0; index2 < 6; ++index2)
numArray[index2] = stream.readFloat();
switch (num)
{
case 0:
((Path2D.Float) generalPath).moveTo(numArray[0], numArray[1]);
break;
case 1:
((Path2D.Float) generalPath).lineTo(numArray[0], numArray[1]);
break;
case 2:
((Path2D.Float) generalPath).quadTo(numArray[0], numArray[1], numArray[2], numArray[3]);
break;
case 3:
((Path2D.Float) generalPath).curveTo(numArray[0], numArray[1], numArray[2], numArray[3], numArray[4], numArray[5]);
break;
case 4:
((Path2D) generalPath).closePath();
break;
default:
string str = "JFreeChart - No path exists";
Throwable.__\u003CsuppressFillInStackTrace\u003E();
throw new RuntimeException(str);
}
((Path2D) generalPath).setWindingRule(stream.readInt());
}
obj1 = (object) generalPath;
}
else
obj1 = (object) (Shape) stream.readObject();
}
object obj2 = obj1;
if (obj2 == null)
return (Shape) null;
Shape shape = obj2 as Shape;
if (shape != null)
return shape;
else
throw new IncompatibleClassChangeError();
}
}
public static AttributedString readAttributedString(ObjectInputStream stream)
{
if (stream == null)
{
string str = "Null 'stream' argument.";
Throwable.__\u003CsuppressFillInStackTrace\u003E();
throw new IllegalArgumentException(str);
}
else
{
AttributedString attributedString = (AttributedString) null;
if (!stream.readBoolean())
{
attributedString = new AttributedString((string) stream.readObject());
int num1 = (int) stream.readChar();
int num2 = 0;
for (; num1 != (int) ushort.MaxValue; num1 = (int) stream.readChar())
{
int num3 = stream.readInt();
Map map = (Map) stream.readObject();
attributedString.addAttributes(map, num2, num3);
num2 = num3;
}
}
return attributedString;
}
}
public static Stroke readStroke(ObjectInputStream stream)
{
if (stream == null)
{
string str = "Null 'stream' argument.";
Throwable.__\u003CsuppressFillInStackTrace\u003E();
throw new IllegalArgumentException(str);
}
else
{
object obj1 = (object) null;
if (!stream.readBoolean())
obj1 = !Object.instancehelper_equals((object) (Class) stream.readObject(), SerialUtilities.class\u0024java\u0024awt\u0024BasicStroke != null ? (object) SerialUtilities.class\u0024java\u0024awt\u0024BasicStroke : (object) (SerialUtilities.class\u0024java\u0024awt\u0024BasicStroke = SerialUtilities.class\u0024("java.awt.BasicStroke"))) ? (object) (Stroke) stream.readObject() : (object) new BasicStroke(stream.readFloat(), stream.readInt(), stream.readInt(), stream.readFloat(), (float[]) stream.readObject(), stream.readFloat());
object obj2 = obj1;
if (obj2 == null)
return (Stroke) null;
Stroke stroke = obj2 as Stroke;
if (stroke != null)
return stroke;
else
throw new IncompatibleClassChangeError();
}
}
