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Copy pathDecisionTreeTools.java
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135 lines (102 loc) · 3.33 KB
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package debuggingec;
import java.util.ArrayList;
/**
*
* @author Kevin Jang
*/
public class DecisionTreeTools{
private ArrayList<BankObject> testing;
private ArrayList<BankObject> training;
DecisionTreeTools(ArrayList<BankObject> list1, ArrayList<BankObject> list2){
this.testing = list2;
this.training = list1;
}
public double getAvgAgeTraining(){ // FIX
double total = 0.0;
for (BankObject account : this.training){
total += account.toDouble(account.getAge());
}
return total/this.training.size();
}
public double getAvgAgeTesting(){
double total = 0.0;
for (BankObject account : this.testing){
total += account.toDouble(account.getAge());
}
return total/this.testing.size();
}
public double getAvgBalanceTraining(){
double total = 0.0;
for(BankObject account: this.training ){
total += account.getBalance();
}
return total/this.training.size();
}
public double getAvgBalanceTesting(){
double total = 0.0;
for(BankObject account: this.testing ){
total += account.getBalance();
}
return total/this.testing.size();
}
public double getDefaultedEntropyTraining(){
int count = 0;
for(BankObject account: this.training){
if (account.getDefaulted() != false){
count += 1;
}
}
return (double) count/this.training.size();
}
public double getDefaultedEntropyTesting(){
int count = 0;
for(BankObject account: this.testing){
if (account.getDefaulted() != false){
count += 1;
}
}
return (double)count/this.testing.size();
}
public double getHousingEntropyTraining(){
int count = 0;
for(BankObject account : this.training){
if(account.getHousing() != false){
count += 1;
}
}
return (double)count/this.training.size();
}
public double getHousingEntropyTesting(){
int count = 0;
for(BankObject account : this.testing){
if(account.getHousing() != false){
count += 1;
}
}
return (double) count/this.testing.size();
}
public double getLoanEntropyTraining(){
int count = 0;
for(BankObject account : this.training){
if (account.getLoan() != false){
count += 1;
}
}
return (double) count/this.training.size();
}
public double getLoanEntropyTesting(){
int count = 0;
for(BankObject account : this.testing){
if (account.getLoan() != false){
count += 1;
}
}
return (double) count/this.testing.size();
}
public int getTrainingSize(){
return this.training.size();
}
public int getTestingSize(){
return this.testing.size();
}
}