I have this code that outputs the tfidf for all words in each file in the directory. I'm trying to transfer this to a matrix where each row correspond to each file in the directory and each column to all words in the files and I have some difficulty in doing it and i need some help
Here is my try
public class TestTF_IDF {
public static void main(String[] args) throws UnsupportedEncodingException, FileNotFoundException{
//Test code for TfIdf
TfIdf tf = new TfIdf("E:/Thesis/ThesisWork/data1");
//Contains words in the documents
String word;
//Contains file name being processed
String file;
//Variable to hold document frequency and IDF of each word
Double[] dfIDF;
tf.buildAllDocuments();
//Prints each term in a document, its frequency, term frequency and tf-idf
Map<String, Double[]> myMap = new HashMap<String, Double[]>();
Double[] values;
for (Iterator<String> it = tf.documents.keySet().iterator(); it.hasNext(); ) {
file = it.next();
System.out.println("File \t" + file);
myMap = tf.documents.get(file).getF_TF_TFIDF();
for (String key : myMap.keySet()) {
values = myMap.get(key);
//System.out.println("Term = " + key + " Frequency = " + values[0] + " Term Frequency " + values[1] + " TF-IDF " + values[2]);
int d=myMap.size();
int a= key.length();
String[][] matrix = new String[d][a];
for (int i = 0; i < d; i++) {
for (int j = 0; j < a; j++) {
matrix[i][j]= Double.toString(values[2]) ;
System.out.print(matrix[i][j]+ " ");
}
}
}//for (String key : myMap.keySet())
}//for (Iterator<String> it = tf.documents.keySet().iterator(); it.hasNext(); )
}//public static void main(String[] args)
}//public class TestTF_IDF
Any ideas. Thanks