2016 08 18_10 fold cross validation - HenglinShi/LSTM_LIP_READING GitHub Wiki

10 folds cross validation

• Training set: 47 * 30 = 1410
• Testing set: 5 * 30 = 150
• Result: Highest average 81.07% (source picture can be found at https://github.com/HenglinShi/LSTM_LIP_READING/blob/Accuracy_81.07%25_10_folds/LSTM_LIP_READING/Output/Performance.png, which is bigger)

Parameters

• training batch_size: 60

• testing once after every 2000 batches of training

• testing batch_size: 20

• 150 batches for each testing

###Tips for reproducting:

• Pull the tag "Accuracy_81.07%25_10_folds"
• Ask the data