Android error: Cannot find character class ActionBarActivity

I am currently using Android Studio (beta) 0.8.6 and when I try to run the app on my device the following error appears:

 error: cannot find symbol class ActionBarActivity

      

        
        
        
      

    

I was looking for a solution to this error and found the following: Link

Unfortunately I am not under Eclipse.

The code I'm trying to run is the following:

package com.example.doblevxv5.sunny;

import android.os.Bundle;
import android.view.Menu;
import android.view.MenuItem;

/**
 * Created by Doble Vx V5 on 8/11/14.
 */
public class MainActivity extends ActionBarActivity {

    @Override
    protected void onCreate(Bundle savedInstanceState) {
        super.onCreate(savedInstanceState);
        setContentView(R.layout.activity_main);
        if (savedInstanceState == null) {
            getSupportFragmentManager().beginTransaction()
                    .add(R.id.container, new ForecastFragment())
                    .commit();
        }
    }


    @Override
    public boolean onCreateOptionsMenu(Menu menu) {
        // Inflate the menu; this adds items to the action bar if it is present.
        getMenuInflater().inflate(R.menu.main, menu);
        return true;
    }

    @Override
    public boolean onOptionsItemSelected(MenuItem item) {
        // Handle action bar item clicks here. The action bar will
        // automatically handle clicks on the Home/Up button, so long
        // as you specify a parent activity in AndroidManifest.xml.
        int id = item.getItemId();
        if (id == R.id.action_settings) {
            return true;
        }
        return super.onOptionsItemSelected(item);
    }

}

      

        
        
        
      

    

I'm working with API 17. Android 4.1.2 Do you have any suggestions?

Thank!