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Table 1 Hyper-parameters of W2V

From: Evaluation of word embedding models to extract and predict surgical data in breast cancer

min_count

Window

vector_size

Epochs

Mode

Softmax

5

5

100 or 200 or 300

10

Skip-gram

enable

3

5

100 or 200 or 300

10 or 100

Skip-gram

enable

5

3

100 or 200 or 300

10

Skip-gram

enable

5

10

300

10

Skip-gram

enable

3

10

300

10

Skip-gram

enable

10

5

300

10

Skip-gram

enable

3

20

300

10

Skip-gram

enable

3

20

300

100

Skip-gram

enable

5

20

300

100

Skip-gram

enable

10

20

300

100

Skip-gram

enable

  1. All combinations of parameters tested are shown. In this way, a correct model has been found that correctly represents our context