Neural Network SMS Text Classifier#
In this notebook#
Down-sampling to address data imbalance
Tokenization, Sequencing, and padding of text messages
Compare between Dense, LSTM, BiLSTM models
Environment details#
OS: macOS Big Sur 11.4
Memory: 16 GB 2133 MHz LPDDR3
Disk Space: 1 TB Flask Stroage
CPU/GPU: Intel HD Graphics 530 1536 MB