Multivariate Analysis - Githubissues

KshitijKarthick / tvecs

Establish Semantic Relatedness across Languages Documentation - http://kshitijkarthick.github.io/tvecs

https://tvecs.kshitijkarthick.me

MIT License

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Multivariate Analysis #8

Closed KshitijKarthick closed 8 years ago

KshitijKarthick commented 8 years ago

Multivariate Analysis on the T-Vecs Model

Corpus Size
Bilingual Dictionary Size
P - Value
Correlation Score
Algorithm for mapping b/w Vector Spaces

KshitijKarthick commented 8 years ago

Evaluation of Algorithms for mapping b/w Vector Spaces

Algorithms Considered

Extra Trees Regressor
K-NN Regressor
Linear Regression
RidgeCv

Best Results obtained were from RidgeCv & Linear Regression

KshitijKarthick commented 8 years ago

Multivariate Analysis capabilities added on commit 55679ed98454ed450525cd56a3f6d133af705a1c Visualization setup for Multivariate Analysis on commit ae6fb15dbc2fb5b52d0472acd8d4cc89d6ffc9f6