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* Non-negative decomposition, lda, lsa, etc.
==File name schema==
===Format===
====Multiple relations====
* out.* file: out.$NETWORK[_$PKG]_$REL
** $NETWORK is the name of the network.
** $REL is the name of the relation
** $PKG equals $REL. If the file is part of the "all"-package, $PKG has the value "all". The String "_$PKG" is only present if the file is located within the "extr/" folder.
* ent.* file: ent.$NETWORK[_$PKG]_$PKG.$ENTITY.$ATTRIBUTE
** $NETWORK is the name of the network.
** $PKG may be the name of the relation or "all" if the file is part of the "all"-package. The optional String "_$PKG" is only present if the file is located within the "extr/" folder.
{| border="1" cellpadding="2"
|-
! extr/, dat/ !! uni/ (1) !! uni/ (2) !! $NETWORK-all.tar !! $NETWORK-$REL.tar
|-
| out.$NETWORK_$PKG_$REL || out.$NETWORK_$REL || out.$NETWORK || out.$NETWORK_all || out.$NETWORK_$REL
|-
| ent.$NETWORK_$PKG_$PKG.$ENT.$ATTR || ent.$NETWORK_$REL.$ENT.$ATTR || ent.$NETWORK.$ENT.$ATTR || ent.$NETWORK_all.$ENT.$ATTR || ent.$NETWORK_$PKG.$ENT.$ATTR
|-
|}
====Single relation====
If a dataset contains only a single network the filename suffix is allowed to consist only of the network name instead of having the form "$NETWORK_$RELATION[_$RELATION]".
However, entity filenames still need to contain the entity name and attribute name. In this case, the filenames have to be match the following format:
* {out,meta}.* file: {out,meta}.$NETWORK
* ent.* file: ent.$NETWORK.$ENTITY.$ATTRIBUTE
{| border="1" cellpadding="2"
|-
! extr/, dat/ !! uni/ (1) !! uni/ (2) !! $NETWORK.tar
|-
| out.$NETWORK || out.$NETWORK || out.$NETWORK || out.$NETWORK
|-
| ent.$NETWORK.$ENT.$ATTR || ent.$NETWORK.$ENT.$ATTR || ent.$NETWORK.$ENT.$ATTR || ent.$NETWORK.$ENT.$ATTR
|-
|}
Note: For datasets containing only a single relation there is no need for an _all-package.
===Example (multiple relations)===
[[File:KONECTSampleRelation.png|200px|thumb|left|Example network.]]
{| border="1" cellpadding="2"
|-
! extr/, dat/ !! uni/ !! network-all.tar !! network-R1.tar !! network-R2.tar
|-
| out.network_R1_R1 || out.network_R1 || ||out.network_R1 ||
|-
| out.network_R2_R2 ||out.network_R2 || || ||out.network_R2
|-
| out.network_all_R1 || ||out.network_R1 || ||
|-
| out.network_all_R2 || ||out.network_R2 || ||
|-
| ent.network_R1_R1.E1.A1 ||ent.network_R1.E1.A1 || ||ent.network_R1.E1.A1 ||
|-
| ent.network_R1_R1.E2.A5 ||ent.network_R1.E2.A5 || ||ent.network_R1.E2.A5 ||
|-
| ent.network_R2_R2.E2.A5 ||ent.network_R2.E2.A5 || || ||ent.network_R2.E2.A5
|-
| ent.network_R2_R2.E3.A2|| ent.network_R2.E3.A2 || || ||ent.network_R2.E3.A2
|-
| ent.network_R2_R2.E3.A3 || ent.network_R2.E3.A3 || || ||ent.network_R2.E3.A3
|-
| ent.network_R2_R2.E3.A4|| ent.network_R2.E3.A4 || || ||ent.network_R2.E3.A4
|-
| ent.network_all_all.E1.A1|| ||ent.network_all.E1.A1|| ||
|-
| ent.network_all_all.E2.A5 || ||ent.network_all.E2.A5 || ||
|-
| ent.network_all_all.E3.A2 || ||ent.network_all.E3.A2 || ||
|-
| ent.network_all_all.E3.A3 || ||ent.network_all.E3.A3 || ||
|-
| ent.network_all_all.E3.A4 || ||ent.network_all.E3.A4 || ||
|}
== Other ==
* Glossary of Mathematical Symbols: link to their definition and show
the internal name if there is one
* include a table of content