Baselight
Sign In

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
Loading...
 

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
);