Brnn-gru, CORD-19

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Brnn-gru, CORD-19

BRNN-GRU Model Trained using CORD-19 Dataset

@kaggle.ekaakurniawan_brnngru_cord19_v19

About this Dataset

Brnn-gru, CORD-19

Context

Dataset for pretrained text classification model to be used for text embedding.

Content

Article classifications prediction result.
Sorted words dictionary. When using other pretrained word embedding model, use sorted words dictionary from that embedding model instead of the one in this dataset.
Pretrained text classification model using Bidirectional Recurrent Neural Networks (BRNN) with Gated Recurrent Unit (GRU) taken from notebook version 20.

Tables

Predictions

@kaggle.ekaakurniawan_brnngru_cord19_v19.predictions

37.18 MB
29094 rows
9 columns


CREATE TABLE predictions (
  "paper_id" VARCHAR,
  "publication_name" VARCHAR,
  "dataset_category" VARCHAR,
  "training_class" VARCHAR,
  "prediction_class" VARCHAR,
  "prediction_score" DOUBLE,
  "title" VARCHAR,
  "abstract" VARCHAR,
  "conclusion" VARCHAR
);