Our results suggest that to obtain even a 1% improvement in parser accuracy by using more parser training data, the size of the treebank used for training would have to increase greatly.
It seems this can be solved by using more varied training data.
This is a relevant issue since a baseline HMM system can be improved by using more advanced training methods and better features.
Waiters are agreeable; bus-staff could use more training.
The repeated 10-fold cross-validation essentially eliminates split variance by using many splits and averaging over them, and furthermore it reduces internal variance by using more sample for training than holdout (under typical training-testing split ratios).
Define the entropy of bond by using more subtle scheme: To achieve this, a training process based on a lot of data is necessary.
In order to train and test by using more than 1000 images, we chose a medium size CNN, namely, GoogLeNet [36].
Moreover, it is known that the ability for phoneme discrimination in these children can be increased by a behavioural training using more salient versions of the rapidly changing elements in the acoustic waveform of speech [ 21, 22].
Using more than 100 microphones, audio engineers recorded actual weapons fire at Fort Irwin in California, in a mock Iraqi village used by the military for training.
