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MianFrame.java
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MianFrame.java
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package classificationcrime;
import Algo.Kmeansclustering;
import Algo.fuzzycmeansactual;
import Database.DatabaseConnection;
import com.machine.learning.decisiontrees.DecisionTree;
import java.io.BufferedReader;
import java.io.File;
import java.io.FileNotFoundException;
import java.io.FileReader;
import java.io.IOException;
import java.io.InputStream;
import java.sql.Connection;
import java.sql.PreparedStatement;
import java.sql.ResultSet;
import java.sql.SQLException;
import java.util.ArrayList;
import java.util.List;
import java.util.logging.Level;
import java.util.logging.Logger;
import javax.swing.JFrame;
import javax.swing.UIManager;
import javax.swing.table.DefaultTableModel;
import org.jfree.ui.RefineryUtilities;
/**
*
* @author Shuchita
*/
public class MianFrame extends javax.swing.JFrame {
Connection con;
/**
* Creates new form MianFrame
*/
public MianFrame() throws SQLException {
initComponents();
setExtendedState(this.getExtendedState() | JFrame.MAXIMIZED_BOTH);
DatabaseConnection db = new DatabaseConnection();
con= db.dbconnection();
String sql1r="select distinct(Block) as block from crimedata";
PreparedStatement ps11r;
ResultSet rs1r= db.getResultSet(sql1r);
int count=0;
// List<String> strings = new ArrayList<String>();
while(rs1r.next()) {
String block=rs1r.getString("block");
jComboBox1.addItem(block);
// strings.add(block);
}
String sql1r1="select distinct(IUCR) as block from crimedata";
PreparedStatement ps11r1;
ResultSet rs1r1= db.getResultSet(sql1r1);
// List<String> strings = new ArrayList<String>();
while(rs1r1.next()) {
String block=rs1r1.getString("block");
jComboBox2.addItem(block);
// strings.add(block);
}
String sql1r2="select distinct(PrimaryType) as block from crimedata";
PreparedStatement ps11r2;
ResultSet rs1r2= db.getResultSet(sql1r2);
// List<String> strings = new ArrayList<String>();
while(rs1r2.next()) {
String block=rs1r2.getString("block");
jComboBox3.addItem(block);
// strings.add(block);
}
String sql1r3="select distinct(LocationDescription) as block from crimedata";
PreparedStatement ps11r3;
ResultSet rs1r3= db.getResultSet(sql1r3);
// List<String> strings = new ArrayList<String>();
while(rs1r3.next()) {
String block=rs1r3.getString("block");
jComboBox4.addItem(block);
// strings.add(block);
}
String sql1r4="select distinct(District) as block from crimedata";
PreparedStatement ps11r4;
ResultSet rs1r4= db.getResultSet(sql1r4);
// List<String> strings = new ArrayList<String>();
while(rs1r4.next()) {
String block=rs1r4.getString("block");
jComboBox5.addItem(block);
// strings.add(block);
}
String sql1r5="select distinct(Latitude) as block from crimedata";
PreparedStatement ps11r5;
ResultSet rs1r5= db.getResultSet(sql1r5);
// List<String> strings = new ArrayList<String>();
while(rs1r5.next()) {
String block=rs1r5.getString("block");
jComboBox6.addItem(block);
// strings.add(block);
}
String sql1r6="select distinct(Longitude) as block from crimedata";
PreparedStatement ps11r6;
ResultSet rs1r6= db.getResultSet(sql1r6);
// List<String> strings = new ArrayList<String>();
while(rs1r6.next()) {
String block=rs1r6.getString("block");
jComboBox7.addItem(block);
// strings.add(block);
}
// jComboBox1.addItem(strings);
}
/**
* This method is called from within the constructor to initialize the form.
* WARNING: Do NOT modify this code. The content of this method is always
* regenerated by the Form Editor.
*/
@SuppressWarnings("unchecked")
// <editor-fold defaultstate="collapsed" desc="Generated Code">//GEN-BEGIN:initComponents
private void initComponents() {
buttonGroup1 = new javax.swing.ButtonGroup();
jScrollPane1 = new javax.swing.JScrollPane();
jTable1 = new javax.swing.JTable();
jButton1 = new javax.swing.JButton();
jButton2 = new javax.swing.JButton();
jLabel1 = new javax.swing.JLabel();
jComboBox1 = new javax.swing.JComboBox();
jLabel2 = new javax.swing.JLabel();
jComboBox2 = new javax.swing.JComboBox();
jLabel3 = new javax.swing.JLabel();
jComboBox3 = new javax.swing.JComboBox();
jLabel4 = new javax.swing.JLabel();
jComboBox4 = new javax.swing.JComboBox();
jLabel5 = new javax.swing.JLabel();
jComboBox5 = new javax.swing.JComboBox();
jLabel6 = new javax.swing.JLabel();
jLabel7 = new javax.swing.JLabel();
jComboBox6 = new javax.swing.JComboBox();
jComboBox7 = new javax.swing.JComboBox();
jButton3 = new javax.swing.JButton();
jLabel8 = new javax.swing.JLabel();
jButton4 = new javax.swing.JButton();
jLabel9 = new javax.swing.JLabel();
jLabel10 = new javax.swing.JLabel();
jLabel11 = new javax.swing.JLabel();
jLabel12 = new javax.swing.JLabel();
jLabel13 = new javax.swing.JLabel();
jLabel14 = new javax.swing.JLabel();
jButton5 = new javax.swing.JButton();
setDefaultCloseOperation(javax.swing.WindowConstants.DISPOSE_ON_CLOSE);
jTable1.setModel(new javax.swing.table.DefaultTableModel(
new Object [][] {
{null, null, null, null},
{null, null, null, null},
{null, null, null, null},
{null, null, null, null}
},
new String [] {
"Title 1", "Title 2", "Title 3", "Title 4"
}
));
jScrollPane1.setViewportView(jTable1);
jButton1.setText("Display Data");
jButton1.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
jButton1ActionPerformed(evt);
}
});
jButton2.setText("Clusters");
jButton2.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
jButton2ActionPerformed(evt);
}
});
jLabel1.setText("Block");
jLabel2.setText("IUCR");
jLabel3.setText("Crime Type");
jComboBox3.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
jComboBox3ActionPerformed(evt);
}
});
jLabel4.setText("location description");
jLabel5.setText("District");
jLabel6.setText("Lattitude");
jLabel7.setText("Longitude");
jButton3.setText("Fuzzy c means");
jButton3.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
jButton3ActionPerformed(evt);
}
});
jLabel8.setText("Fuzzy C means");
jButton4.setText("K means Clustering");
jButton4.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
jButton4ActionPerformed(evt);
}
});
jLabel9.setText("K means Clustering");
jLabel10.setText("jLabel10");
jLabel11.setText("jLabel11");
jLabel12.setText("Time Required");
jLabel13.setText("jLabel13");
jLabel14.setText("jLabel14");
jButton5.setText("Display Graph");
jButton5.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
jButton5ActionPerformed(evt);
}
});
javax.swing.GroupLayout layout = new javax.swing.GroupLayout(getContentPane());
getContentPane().setLayout(layout);
layout.setHorizontalGroup(
layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(layout.createSequentialGroup()
.addContainerGap()
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(layout.createSequentialGroup()
.addComponent(jButton1)
.addGap(45, 45, 45)
.addComponent(jButton2)
.addContainerGap(javax.swing.GroupLayout.DEFAULT_SIZE, Short.MAX_VALUE))
.addGroup(layout.createSequentialGroup()
.addComponent(jScrollPane1, javax.swing.GroupLayout.PREFERRED_SIZE, 817, javax.swing.GroupLayout.PREFERRED_SIZE)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(layout.createSequentialGroup()
.addGap(44, 44, 44)
.addComponent(jButton3)
.addGap(149, 149, 149)
.addComponent(jButton4)
.addContainerGap())
.addGroup(javax.swing.GroupLayout.Alignment.TRAILING, layout.createSequentialGroup()
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED, javax.swing.GroupLayout.DEFAULT_SIZE, Short.MAX_VALUE)
.addComponent(jLabel12)
.addGap(118, 118, 118))
.addGroup(layout.createSequentialGroup()
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED, javax.swing.GroupLayout.DEFAULT_SIZE, Short.MAX_VALUE)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(layout.createSequentialGroup()
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.TRAILING)
.addComponent(jLabel10)
.addGroup(layout.createSequentialGroup()
.addComponent(jLabel9)
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED, javax.swing.GroupLayout.DEFAULT_SIZE, Short.MAX_VALUE)
.addComponent(jLabel11)))
.addGap(173, 173, 173)
.addComponent(jLabel14)
.addContainerGap(javax.swing.GroupLayout.DEFAULT_SIZE, Short.MAX_VALUE))
.addGroup(layout.createSequentialGroup()
.addComponent(jLabel8, javax.swing.GroupLayout.PREFERRED_SIZE, 305, javax.swing.GroupLayout.PREFERRED_SIZE)
.addGap(75, 75, 75)
.addComponent(jLabel13)
.addContainerGap(javax.swing.GroupLayout.DEFAULT_SIZE, Short.MAX_VALUE))))
.addGroup(layout.createSequentialGroup()
.addGap(196, 196, 196)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(layout.createSequentialGroup()
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addComponent(jLabel1)
.addComponent(jLabel2)
.addComponent(jLabel3))
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(layout.createSequentialGroup()
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED, javax.swing.GroupLayout.DEFAULT_SIZE, Short.MAX_VALUE)
.addComponent(jButton5)
.addContainerGap(javax.swing.GroupLayout.DEFAULT_SIZE, Short.MAX_VALUE))
.addGroup(layout.createSequentialGroup()
.addGap(48, 48, 48)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addComponent(jComboBox2, javax.swing.GroupLayout.PREFERRED_SIZE, 196, javax.swing.GroupLayout.PREFERRED_SIZE)
.addComponent(jComboBox3, javax.swing.GroupLayout.PREFERRED_SIZE, 196, javax.swing.GroupLayout.PREFERRED_SIZE)
.addComponent(jComboBox1, javax.swing.GroupLayout.PREFERRED_SIZE, 196, javax.swing.GroupLayout.PREFERRED_SIZE))
.addContainerGap(164, Short.MAX_VALUE))))
.addGroup(layout.createSequentialGroup()
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addComponent(jLabel4)
.addComponent(jLabel5)
.addComponent(jLabel6)
.addComponent(jLabel7))
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.UNRELATED)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addComponent(jComboBox7, javax.swing.GroupLayout.PREFERRED_SIZE, 196, javax.swing.GroupLayout.PREFERRED_SIZE)
.addComponent(jComboBox6, javax.swing.GroupLayout.PREFERRED_SIZE, 196, javax.swing.GroupLayout.PREFERRED_SIZE)
.addComponent(jComboBox5, javax.swing.GroupLayout.PREFERRED_SIZE, 196, javax.swing.GroupLayout.PREFERRED_SIZE)
.addComponent(jComboBox4, javax.swing.GroupLayout.PREFERRED_SIZE, 196, javax.swing.GroupLayout.PREFERRED_SIZE))
.addGap(0, 0, Short.MAX_VALUE))))))))
);
layout.setVerticalGroup(
layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(layout.createSequentialGroup()
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(layout.createSequentialGroup()
.addGap(33, 33, 33)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jButton1)
.addComponent(jButton2)))
.addGroup(layout.createSequentialGroup()
.addContainerGap()
.addComponent(jButton5)))
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(layout.createSequentialGroup()
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.UNRELATED)
.addComponent(jScrollPane1, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE)
.addContainerGap(javax.swing.GroupLayout.DEFAULT_SIZE, Short.MAX_VALUE))
.addGroup(layout.createSequentialGroup()
.addGap(27, 27, 27)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.TRAILING)
.addGroup(layout.createSequentialGroup()
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jLabel1)
.addComponent(jComboBox1, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE))
.addGap(26, 26, 26)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jLabel2)
.addComponent(jComboBox2, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE))
.addGap(34, 34, 34)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jLabel3)
.addComponent(jComboBox3, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE))
.addGap(27, 27, 27)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jLabel4)
.addComponent(jComboBox4, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE))
.addGap(47, 47, 47))
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jComboBox5, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE)
.addComponent(jLabel5)))
.addGap(34, 34, 34)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jComboBox6, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE)
.addComponent(jLabel6))
.addGap(40, 40, 40)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jComboBox7, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE)
.addComponent(jLabel7))
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED, 31, Short.MAX_VALUE)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jButton4)
.addComponent(jButton3))
.addGap(10, 10, 10)
.addComponent(jLabel12)
.addGap(18, 18, 18)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jLabel8)
.addComponent(jLabel10)
.addComponent(jLabel13))
.addGap(18, 18, 18)
.addGroup(layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jLabel11)
.addComponent(jLabel9)
.addComponent(jLabel14))
.addGap(77, 77, 77))))
);
pack();
}// </editor-fold>//GEN-END:initComponents
private void jButton1ActionPerformed(java.awt.event.ActionEvent evt) {//GEN-FIRST:event_jButton1ActionPerformed
BufferedReader enBr = null;
try {
// TODO add your handling code here:
String arraysplit[]="ID,Case Number,Date,Block,IUCR,Primary Type,Description,Location Description,Arrest,Domestic,Beat,District,Ward,Community Area,FBI Code,X Coordinate,Y Coordinate,Year,Updated On,Latitude,Longitude,Location".split(",");
DefaultTableModel model = new DefaultTableModel();
for (int i = 0; i < arraysplit.length; i++) {
model.addColumn(arraysplit[i]);
}
String line;
int id=0;
String english = Constants.path+"/process.csv";// "./dataset/41.txt";
enBr = new BufferedReader(new FileReader(english));
ArrayList<String> dataobtained = new ArrayList<String>();
while ((line = enBr.readLine()) != null) {
dataobtained.add(line);
} for (String temp : dataobtained) {
id++;
// System.out.println(temp);
String[] values = temp.split(",", -1);
model.addRow(new Object[]{id,
values[0], values[1],values[2], values[3],values[4], values[5],values[6], values[7],values[8], values[9],values[10]
, values[11],values[12], values[13],values[14], values[15],values[16], values[17],values[18], values[19],values[20]});
}
jTable1.setModel(model);
jTable1.setAutoResizeMode(jTable1.AUTO_RESIZE_OFF);
} catch (FileNotFoundException ex) {
Logger.getLogger(MianFrame.class.getName()).log(Level.SEVERE, null, ex);
} catch (IOException ex) {
Logger.getLogger(MianFrame.class.getName()).log(Level.SEVERE, null, ex);
} finally {
try {
enBr.close();
} catch (IOException ex) {
Logger.getLogger(MianFrame.class.getName()).log(Level.SEVERE, null, ex);
}
}
}//GEN-LAST:event_jButton1ActionPerformed
private void jButton2ActionPerformed(java.awt.event.ActionEvent evt) {//GEN-FIRST:event_jButton2ActionPerformed
// TODO add your handling code here:
new EKmeansGUI();
// new DisplayCLusterFrames().setVisible(true);
}//GEN-LAST:event_jButton2ActionPerformed
private void jButton3ActionPerformed(java.awt.event.ActionEvent evt) {//GEN-FIRST:event_jButton3ActionPerformed
long starttime=System.currentTimeMillis();
try {
// TODO add your handling code here:
String suspectedoutput="";
String Block=jComboBox1.getSelectedItem().toString();
String IUCR=jComboBox2.getSelectedItem().toString();
String crimetype=jComboBox3.getSelectedItem().toString();
String description=jComboBox4.getSelectedItem().toString();
String district=jComboBox5.getSelectedItem().toString();
String lattitude=jComboBox6.getSelectedItem().toString();
String longitude=jComboBox7.getSelectedItem().toString();
fuzzycmeansactual.main1();
DatabaseConnection db = new DatabaseConnection();
db.dbconnection();
String sql1r="select * from crimedata where PrimaryType='"+crimetype+"'";
PreparedStatement ps11r;
ResultSet rs1r= db.getResultSet(sql1r);
int count=0;
// List<String> strings = new ArrayList<String>();
while(rs1r.next()) {
// String Latitude=rs1r.getString("Latitude");
String sql1r1="select * from crimedata where Latitude='"+lattitude+"'";
PreparedStatement ps11r1;
ResultSet rs1r1= db.getResultSet(sql1r1);
int count1=0;
// List<String> strings = new ArrayList<String>();
while(rs1r1.next()) {
// String Longitude=rs1r.getString("Longitude");
String sql1r12="select * from crimedata where Longitude='"+longitude+"'";
PreparedStatement ps11r12;
ResultSet rs1r12= db.getResultSet(sql1r12);
int count12=0;
// List<String> strings = new ArrayList<String>();
while(rs1r12.next()) {
// String Longitude=rs1r.getString("Longitude");
String sql1r121="select * from crimedata where District='"+district+"'";
PreparedStatement ps11r121;
ResultSet rs1r121= db.getResultSet(sql1r121);
int count121=0;
// List<String> strings = new ArrayList<String>();
while(rs1r121.next()) {
String sql1r1215="select * from crimedata where LocationDescription='"+description+"'";
PreparedStatement ps11r1215;
ResultSet rs1r1215= db.getResultSet(sql1r1215);
int count1215=0;
// List<String> strings = new ArrayList<String>();
while(rs1r1215.next()) {
String sql1r12154="select * from crimedata where Block='"+Block+"'";
PreparedStatement ps11r12154;
ResultSet rs1r12154= db.getResultSet(sql1r12154);
int count12154=0;
// List<String> strings = new ArrayList<String>();
while(rs1r12154.next()) {
suspectedoutput=rs1r12154.getString("ID");
}
}
}
}
}
}
long stoptime=System.currentTimeMillis();
long elapsedtime=stoptime-starttime;
jLabel13.setText(""+elapsedtime);
jLabel10.setText(suspectedoutput);
String query1q="insert into graphtable(time,type) values(?,?)";
PreparedStatement psmt1q;
InputStream is = null;
try {
psmt1q = con.prepareStatement(query1q);
psmt1q.setString(1,elapsedtime+"");
psmt1q.setString(2,"N");
int i1 = psmt1q.executeUpdate();
} catch (SQLException e) {
// TODO Auto-generated catch block
e.printStackTrace();
}
String wholedataadd=Block+"|"+IUCR+"|"+crimetype+"|"+description+"|"+district+"|"+lattitude+"|"+longitude;
System.out.println(wholedataadd);
} catch (SQLException ex) {
Logger.getLogger(MianFrame.class.getName()).log(Level.SEVERE, null, ex);
}
}//GEN-LAST:event_jButton3ActionPerformed
private void jComboBox3ActionPerformed(java.awt.event.ActionEvent evt) {//GEN-FIRST:event_jComboBox3ActionPerformed
// TODO add your handling code here:
}//GEN-LAST:event_jComboBox3ActionPerformed
private void jButton4ActionPerformed(java.awt.event.ActionEvent evt) {//GEN-FIRST:event_jButton4ActionPerformed
// TODO add your handling code here:
long starttime=System.currentTimeMillis();
String Block=jComboBox1.getSelectedItem().toString();
String IUCR=jComboBox2.getSelectedItem().toString();
String crimetype=jComboBox3.getSelectedItem().toString();
String description=jComboBox4.getSelectedItem().toString();
String district=jComboBox5.getSelectedItem().toString();
String lattitude=jComboBox6.getSelectedItem().toString();
String longitude=jComboBox7.getSelectedItem().toString();
String wholedataadd=Block+"|"+IUCR+"|"+crimetype+"|"+description+"|"+district+"|"+lattitude+"|"+longitude;
try {
Kmeansclustering.main1();
} catch (SQLException ex) {
Logger.getLogger(MianFrame.class.getName()).log(Level.SEVERE, null, ex);
}
DecisionTree tree = new DecisionTree();
// Train your Decision Tree
tree.train(new File("C:\\final year project\\13032018 code\\ClassificationCrime\\src\\booksreview.csv"));
// Print RootNode display xml structure from your decision tree learning
System.out.println(tree.getRootNode());
// Classify your new data
// System.out.println(tree
// .classify("a|girl,class,only,guy|First class|low|no"));//Mk|M|low|Service|House-wife|First class|low|yes
String outputofdata=tree
.classify(wholedataadd);
System.out.println(outputofdata);
long stoptime=System.currentTimeMillis();
long elapsedtime=stoptime-starttime;
jLabel14.setText(""+elapsedtime);
jLabel11.setText(outputofdata);
String query1q="insert into graphtable(time,type) values(?,?)";
PreparedStatement psmt1q;
InputStream is = null;
try {
psmt1q = con.prepareStatement(query1q);
psmt1q.setString(1,elapsedtime+"");
psmt1q.setString(2,"I");
int i1 = psmt1q.executeUpdate();
} catch (SQLException e) {
// TODO Auto-generated catch block
e.printStackTrace();
}
}//GEN-LAST:event_jButton4ActionPerformed
private void jButton5ActionPerformed(java.awt.event.ActionEvent evt) {//GEN-FIRST:event_jButton5ActionPerformed
// TODO add your handling code here:
final LineChartDemo6 demo = new LineChartDemo6("Line Chart Demo 6");
demo.pack();
RefineryUtilities.centerFrameOnScreen(demo);
demo.setVisible(true);
}//GEN-LAST:event_jButton5ActionPerformed
/**
* @param args the command line arguments
*/
public static void main(String args[]) {
/* Set the Nimbus look and feel */
//<editor-fold defaultstate="collapsed" desc=" Look and feel setting code (optional) ">
/* If Nimbus (introduced in Java SE 6) is not available, stay with the default look and feel.
* For details see http://download.oracle.com/javase/tutorial/uiswing/lookandfeel/plaf.html
*/
try {
for (javax.swing.UIManager.LookAndFeelInfo info : javax.swing.UIManager.getInstalledLookAndFeels()) {
if ("Nimbus".equals(info.getName())) {
javax.swing.UIManager.setLookAndFeel(info.getClassName());
break;
}
}
} catch (ClassNotFoundException ex) {
java.util.logging.Logger.getLogger(MianFrame.class.getName()).log(java.util.logging.Level.SEVERE, null, ex);
} catch (InstantiationException ex) {
java.util.logging.Logger.getLogger(MianFrame.class.getName()).log(java.util.logging.Level.SEVERE, null, ex);
} catch (IllegalAccessException ex) {
java.util.logging.Logger.getLogger(MianFrame.class.getName()).log(java.util.logging.Level.SEVERE, null, ex);
} catch (javax.swing.UnsupportedLookAndFeelException ex) {
java.util.logging.Logger.getLogger(MianFrame.class.getName()).log(java.util.logging.Level.SEVERE, null, ex);
}
//</editor-fold>
/* Create and display the form */
java.awt.EventQueue.invokeLater(new Runnable() {
public void run() {
try {
// UIManager.setLookAndFeel("com.jtattoo.plaf.acryl.AcrylLookAndFeel");
// UIManager.setLookAndFeel("com.jtattoo.plaf.aluminium.AluminiumLookAndFeel");
// UIManager.setLookAndFeel("com.jtattoo.plaf.fast.FastLookAndFeel");
// UIManager.setLookAndFeel("com.jtattoo.plaf.mint.MintLookAndFeel");
UIManager.setLookAndFeel("com.jtattoo.plaf.hifi.HiFiLookAndFeel");
new MianFrame().setVisible(true);
} catch (Exception ex) {
Logger.getLogger(MianFrame.class.getName()).log(Level.SEVERE, null, ex);
}
}
});
}
// Variables declaration - do not modify//GEN-BEGIN:variables
private javax.swing.ButtonGroup buttonGroup1;
private javax.swing.JButton jButton1;
private javax.swing.JButton jButton2;
private javax.swing.JButton jButton3;
private javax.swing.JButton jButton4;
private javax.swing.JButton jButton5;
private javax.swing.JComboBox jComboBox1;
private javax.swing.JComboBox jComboBox2;
private javax.swing.JComboBox jComboBox3;
private javax.swing.JComboBox jComboBox4;
private javax.swing.JComboBox jComboBox5;
private javax.swing.JComboBox jComboBox6;
private javax.swing.JComboBox jComboBox7;
private javax.swing.JLabel jLabel1;
private javax.swing.JLabel jLabel10;
private javax.swing.JLabel jLabel11;
private javax.swing.JLabel jLabel12;
private javax.swing.JLabel jLabel13;
private javax.swing.JLabel jLabel14;
private javax.swing.JLabel jLabel2;
private javax.swing.JLabel jLabel3;
private javax.swing.JLabel jLabel4;
private javax.swing.JLabel jLabel5;
private javax.swing.JLabel jLabel6;
private javax.swing.JLabel jLabel7;
private javax.swing.JLabel jLabel8;
private javax.swing.JLabel jLabel9;
private javax.swing.JScrollPane jScrollPane1;
private javax.swing.JTable jTable1;
// End of variables declaration//GEN-END:variables
}