Models

There are several models implemented currently. The best performing is at the moment the lstm_pool algorithm.

nb

See asreview.models.create_nb_model()

Naive Bayes model, default parameters.

svc

See asreview.models.create_svc_model()

Support Vector Machine algorithm. Unoptimized.

LSTM-base

See asreview.models.create_lstm_base_model()

LSTM model that consists of an embedding layer, LSTM layer with one output, dense layer, single sigmoid output node.

LSTM-pool

See asreview.models.create_lstm_pool_model()

LSTM model that consists of an embedding layer, LSTM layer with many outputs, max pooling layer, single sigmoid output node.