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loretoparisi/fasttext_evaluations.js

Last active May 11, 2017 00:05
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FastText Classifier Evaluations
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fasttext_evaluations.js
[ { configuration: { lr: 0.5, epoch: 15, dim: 20 },
evaluation: { N: '2191', P: '0.697', R: '0.697' } },
{ configuration: { lr: 0.5, epoch: 15, dim: 30 },
evaluation: { N: '2191', P: '0.699', R: '0.699' } },
{ configuration: { lr: 0.5, epoch: 20, dim: 20 },
evaluation: { N: '2191', P: '0.697', R: '0.697' } },
{ configuration: { lr: 0.5, epoch: 20, dim: 30 },
evaluation: { N: '2191', P: '0.695', R: '0.695' } },
{ configuration: { lr: 0.25, epoch: 15, dim: 20 },
evaluation: { N: '2191', P: '0.689', R: '0.689' } },
{ configuration: { lr: 0.25, epoch: 15, dim: 30 },
evaluation: { N: '2191', P: '0.69', R: '0.69' } },
{ configuration: { lr: 0.25, epoch: 20, dim: 20 },
evaluation: { N: '2191', P: '0.699', R: '0.699' } },
{ configuration: { lr: 0.25, epoch: 20, dim: 30 },
evaluation: { N: '2191', P: '0.697', R: '0.697' } } ]
[ { configuration: { lr: 0.25, epoch: 20, dim: 30 },
evaluation: { N: '2191', P: '0.699', R: '0.699' } },
{ configuration: { lr: 0.25, epoch: 20, dim: 50 },
evaluation: { N: '2191', P: '0.695', R: '0.695' } } ]
[ { configuration: { lr: 0.25, epoch: 20, dim: 30 },
evaluation: { N: '2191', P: '0.697', R: '0.697' } },
{ configuration: { lr: 0.25, epoch: 30, dim: 30 },
evaluation: { N: '2191', P: '0.696', R: '0.696' } } ]
[ { configuration: { lr: 0.25, epoch: 20, dim: 30 },
evaluation: { N: '2191', P: '0.699', R: '0.699' } },
{ configuration: { lr: 0.25, epoch: 30, dim: 30 },
evaluation: { N: '2191', P: '0.696', R: '0.696' } } ]
[ { configuration: { lr: 0.25, epoch: 20, dim: 30 },
evaluation: { N: '2191', P: '0.697', R: '0.697' } },
{ configuration: { lr: 0.25, epoch: 40, dim: 30 },
evaluation: { N: '2191', P: '0.696', R: '0.696' } },
{ configuration: { lr: 0.5, epoch: 20, dim: 30 },
evaluation: { N: '2191', P: '0.697', R: '0.697' } },
{ configuration: { lr: 0.5, epoch: 40, dim: 30 },
evaluation: { N: '2191', P: '0.691', R: '0.691' } } ]
[ { configuration: { loss: 'ns', lr: 0.25, epoch: 20, dim: 10 },
evaluation: { N: '2191', P: '0.698', R: '0.698' } },
{ configuration: { loss: 'ns', lr: 0.25, epoch: 20, dim: 30 },
evaluation: { N: '2191', P: '0.697', R: '0.697' } },
{ configuration: { loss: 'ns', lr: 0.25, epoch: 40, dim: 10 },
evaluation: { N: '2191', P: '0.692', R: '0.692' } },
{ configuration: { loss: 'ns', lr: 0.25, epoch: 40, dim: 30 },
evaluation: { N: '2191', P: '0.694', R: '0.694' } },
{ configuration: { loss: 'softmax', lr: 0.25, epoch: 20, dim: 10 },
evaluation: { N: '2191', P: '0.693', R: '0.693' } },
{ configuration: { loss: 'softmax', lr: 0.25, epoch: 20, dim: 30 },
evaluation: { N: '2191', P: '0.696', R: '0.696' } },
{ configuration: { loss: 'softmax', lr: 0.25, epoch: 40, dim: 10 },
evaluation: { N: '2191', P: '0.694', R: '0.694' } },
{ configuration: { loss: 'softmax', lr: 0.25, epoch: 40, dim: 30 },
evaluation: { N: '2191', P: '0.686', R: '0.686' } } ]
[ { configuration: { loss: 'ns', lr: 0.25, epoch: 15, dim: 10 },
evaluation: { N: '2191', P: '0.689', R: '0.689' } },
{ configuration: { loss: 'ns', lr: 0.25, epoch: 15, dim: 20 },
evaluation: { N: '2191', P: '0.688', R: '0.688' } },
{ configuration: { loss: 'ns', lr: 0.25, epoch: 20, dim: 10 },
evaluation: { N: '2191', P: '0.696', R: '0.696' } },
{ configuration: { loss: 'ns', lr: 0.25, epoch: 20, dim: 20 },
evaluation: { N: '2191', P: '0.694', R: '0.694' } },
{ configuration: { loss: 'ns', lr: 0.5, epoch: 15, dim: 10 },
evaluation: { N: '2191', P: '0.7', R: '0.7' } },
{ configuration: { loss: 'ns', lr: 0.5, epoch: 15, dim: 20 },
evaluation: { N: '2191', P: '0.7', R: '0.7' } },
{ configuration: { loss: 'ns', lr: 0.5, epoch: 20, dim: 10 },
evaluation: { N: '2191', P: '0.697', R: '0.697' } },
{ configuration: { loss: 'ns', lr: 0.5, epoch: 20, dim: 20 },
evaluation: { N: '2191', P: '0.693', R: '0.693' } } ]
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