ahmed-BH

Summary of Loss Functions

• The Binary Cross entropy is the recommended loss function for binary classification. This loss function should typically be used when the Neural Network is designed to predict the probability of the outcome. In such cases, the output layer has a single unit with a suitable sigmoid as the activation function.

• The Cross entropy is the recommended loss function for multi-classification. This loss function should typically be used with the Neural Network and is designed to predict the probability of the outcomes of each of the classes. In such cases, the output layer has softmax units (one for each class).

• The squared loss function should be used for regression problems. The output layer in this case will have a single unit.

ahmed-BH

public static String getSHA(String input) 
    {
    // ------ Geeks For Geeks code ---------
        try { 
  
            // Static getInstance method is called with hashing SHA 
            MessageDigest md = MessageDigest.getInstance("SHA-256"); 
  
            // digest() method called 
            // to calculate message digest of an input 

ahmed-BH

/* ------------------------------------------------------------------------------------------------------------------------------
 * SIGNAL     MEANING
 * -30 dBm 	  Maximum signal strength, you are probably standing right next to the access point. 	
 * -50 dBm 	  Anything down to this level can be considered excellent signal strength. 	
 * -60 dBm 	  Good, reliable signal strength. 	
 * -67 dBm 	  Reliable signal strength. 	The minimum for any service depending on a reliable connection and signal strength, such as voice over Wi-Fi and non-HD video streaming.
 * -70 dBm 	  Not a strong signal. 	Light browsing and email.
 * -80 dBm 	  Unreliable signal strength, will not suffice for most services. 	Connecting to the network.
 * -90 dBm 	  The chances of even connecting are very low at this level.
*/ -----------------------------------------------------------------------------------------------------------------------------

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/*--------------------------------------------------------------------
 * 
 * TCP Socket client
 * 
 *------------------------------------------------------------------*/
String host = "0.0.0.0";
int port    = 50236;
InetAddress server = InetAddress.getByName(host);
Socket socket = new Socket(server, port);
String message = "this is message";