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Configuration error
Configuration error
| # data | |
| DATA_DIR = "../inputs/" | |
| ORIGINAL_TRAIN = DATA_DIR + "train.csv" | |
| MODIFIED_TRAIN = DATA_DIR + "modified_train.csv" | |
| TEST_DATA = DATA_DIR + "test.csv" | |
| MODIFIED_TEST = DATA_DIR + "modified_test.csv" | |
| SUBMISSION = DATA_DIR + "sample_submission.csv" | |
| MODEL_DIR = "../models/" | |
| IMAGES = "../images/" | |
| # features | |
| ID = "id" | |
| TEXT = "text" | |
| KEYWORD = "keyword" | |
| LOCATION = "location" | |
| FOLD = "kfold" | |
| TOKENS = "tokens" | |
| # created features | |
| ALL_TEXT = "all_text" | |
| CLEANED_TEXT = "cleaned_text" | |
| # target | |
| TARGET = "target" | |
| RELABELED_TARGET = "relabeled_target" | |
| # Pretrained Word2Vec | |
| PRETRAINED_WORD2VEC = "word2vec-google-news-300" | |
| EMBED_SIZE = 300 | |
| # TRAINING | |
| HIDDEN_DIM = 256 | |
| TARGET_DIM = 1 | |
| BATCH_SIZE = 32 | |
| N_EPOCHS = 8 | |
| N_SPLITS = 5 | |
| LEARNING_RATE = 1e-3 | |
| MAXLEN = 202 | |
| VOCAB_SIZE = 172901 | |