就目前而言,我有一个.csv文件形式的数据集,您可以找到here。也有一些简短的文档,您可以找到here。我试图做的是操纵数据集,以便可以使用某些机器学习算法,但就目前而言,我似乎无法将输出的数据打印到控制台
ImageMatrix.java
import java.util.Arrays;
public class ImageMatrix {
public static int[] data;
public int classCode;
public ImageMatrix(int[] data, int classCode) {
assert data.length == 64;
}
public String toString() {
return "Class Code: " + classCode + " DataSet:" + Arrays.toString(data) + "\n";
}
public int[] getData() {
return data;
}
public int getClassCode() {
return classCode;
}
}
ImageMatrixDB.java
import java.io.*;
import java.util.*;
public class ImageMatrixDB implements Iterable<ImageMatrix> {
List<ImageMatrix> list = new ArrayList<ImageMatrix>();
public static ImageMatrixDB load(String f) throws IOException {
ImageMatrixDB result = new ImageMatrixDB();
try (FileReader fr = new FileReader(f);
BufferedReader br = new BufferedReader(fr)) {
for (String line; null != (line = br.readLine()); ) {
int lastComma = line.lastIndexOf(',');
int classCode = Integer.parseInt(line.substring(1 + lastComma));
int[] data = Arrays.stream(line.substring(0, lastComma).split(","))
.mapToInt(Integer::parseInt)
.toArray();
result.list.add(new ImageMatrix(data, classCode));
}
System.out.println(ImageMatrix.data.toString());
}
return result;
}
public Iterator<ImageMatrix> iterator() {
return this.list.iterator();
}
public static void main(String[] args){
ImageMatrixDB i = new ImageMatrixDB();
i.load("dataset1.csv"); // <<< ERROR IS HERE
}
}
该错误在我的主要函数中,在i.load(...行上。弄清楚,有什么想法吗?
最佳答案
您的问题在ImageMatrix
类中。
您永远不会在构造函数中设置int[] data
。你有:
public ImageMatrix(int[] data, int classCode) {
assert data.length == 64;
}
你需要:
public ImageMatrix(int[] data, int classCode) {
assert data.length == 64;
this.data = data;
this.classCode = classCode;
}
这是您的更新/完成/工作代码:
ImageMatrix:
import java.util.*;
public class ImageMatrix {
private int[] data;
private int classCode;
public ImageMatrix(int[] data, int classCode) {
assert data.length == 64;
this.data = data;
this.classCode = classCode;
}
public String toString() {
return "Class Code: " + classCode + " DataSet:" + Arrays.toString(data) + "\n";
}
public int[] getData() {
return data;
}
public int getClassCode() {
return classCode;
}
}
ImageMatrixDB:
import java.util.*;
import java.io.*;
public class ImageMatrixDB implements Iterable<ImageMatrix> {
private List<ImageMatrix> list = new ArrayList<ImageMatrix>();
public ImageMatrixDB load(String f) throws IOException {
try (
FileReader fr = new FileReader(f);
BufferedReader br = new BufferedReader(fr)) {
String line = null;
while((line = br.readLine()) != null) {
int lastComma = line.lastIndexOf(',');
int classCode = Integer.parseInt(line.substring(1 + lastComma));
int[] data = Arrays.stream(line.substring(0, lastComma).split(","))
.mapToInt(Integer::parseInt)
.toArray();
ImageMatrix matrix = new ImageMatrix(data, classCode);
list.add(matrix);
}
}
return this;
}
public void printResults(){
for(ImageMatrix matrix: list){
System.out.println(matrix);
}
}
public Iterator<ImageMatrix> iterator() {
return this.list.iterator();
}
public static void main(String[] args){
ImageMatrixDB i = new ImageMatrixDB();
try{
i.load("cw2DataSet1.csv");
i.printResults();
}
catch(Exception ex){
ex.printStackTrace();
}
}
}