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Table 2 Training, validation and test partition sizes for data

From: Improving deep neural network design with new text data representations

Experiment Partition Num. of instances % of data
Embedding Full 100,000 100
Training 72,000 72
Validation 12,960 18
Test 1296 10
Padding Full 1600,000 100
Training 1152,000 72
Validation 207,360 18
Test 20,736 10