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