MADlib  1.4.1
User Documentation
 All Files Functions Variables Groups
pca_project.sql_in File Reference

Principal Component Analysis Projection. More...

Functions

PCA projection for Dense
matrices void 
pca_project (text source_table, text pc_table, text out_table, text row_id, text residual_table, text result_summary_table)
 
void pca_project (text source_table, text pc_table, text out_table, text row_id)
 
void pca_project (text source_table, text pc_table, text out_table, text row_id, text residual_table)
 
varchar pca_project (text usage_string)
 
varchar pca_project ()
 
void pca_sparse_project (text source_table, text pc_table, text out_table, text row_id, text col_id, text val_id, int4 row_dim, int4 col_dim, text residual_table, text result_summary_table)
 
void pca_sparse_project (text source_table, text pc_table, text out_table, text row_id, text col_id, text val_id, int4 row_dim, int4 col_dim)
 
void pca_sparse_project (text source_table, text pc_table, text out_table, text row_id, text col_id, text val_id, int4 row_dim, int4 col_dim, text residual_table)
 
varchar pca_sparse_project (text usage_string)
 
varchar pca_sparse_project ()
 

Detailed Description

See Also
For a brief introduction to Principal Component Analysis, see the module description Dimensionality Reduction.

Function Documentation

PCA projection for Dense matrices void pca_project ( text  source_table,
text  pc_table,
text  out_table,
text  row_id,
text  residual_table,
text  result_summary_table 
)
void pca_project ( text  source_table,
text  pc_table,
text  out_table,
text  row_id 
)
void pca_project ( text  source_table,
text  pc_table,
text  out_table,
text  row_id,
text  residual_table 
)
varchar pca_project ( text  usage_string)
varchar pca_project ( )
void pca_sparse_project ( text  source_table,
text  pc_table,
text  out_table,
text  row_id,
text  col_id,
text  val_id,
int4  row_dim,
int4  col_dim,
text  residual_table,
text  result_summary_table 
)
void pca_sparse_project ( text  source_table,
text  pc_table,
text  out_table,
text  row_id,
text  col_id,
text  val_id,
int4  row_dim,
int4  col_dim 
)
void pca_sparse_project ( text  source_table,
text  pc_table,
text  out_table,
text  row_id,
text  col_id,
text  val_id,
int4  row_dim,
int4  col_dim,
text  residual_table 
)
varchar pca_sparse_project ( text  usage_string)
varchar pca_sparse_project ( )