Update diffusion.rst

Author: sarahbeenie

docs/source/diffusion.rst

@@ -48,25 +48,32 @@ Methods with statistical normalisation
   magnitude of the {raw} scores and the effect of the network topology: this is a quantification of the relative change
   in the node score before and after the network smoothing.
 
-Summary Table
--------------
-| Scores  | y+  | y- | yn |  Normalized | Stochastic | Quantitative | Reference
-Unnormalized
-| raw     |  1  | 0  |  0 |      No     |     No     |     Yes      | Vandin (2010)    |
 
-| ml      |  1  | -1 |  0 |      No     |     No     |     No       | Tsuda (2010)     |
-
-| gm      |  1  | -1 |  k |      No     |     No     |     No       | Mostafavi (2008) |
-
-| ber_s   |  1  | 0  |  0 |      No     |     No     |     Yes      | Bersanelli (2016)|
-
-Normalized
-
-| ber_p   |  1  | 0  | 0* |      Yes    |     Yes    |     Yes      | Bersanelli (2016)|
-
-| mc      |  1  | 0  | 0* |      Yes    |     Yes    |     Yes      | Bersanelli (2016)|
-
-| z       |  1  | 0  | 0* |      Yes    |     No     |     Yes      | Harchaoui (2013) |
+Summary table of methods without statistical normalization
+----------------------------------------------------------
++-------------+----------+----------+----------+---------------+----------------+----------------+---------------------+
+| Scores      | y+       | y-       | yn       | Normalized    | Stochastic     | Quantitative   | Reference           |
++===========================================+===================================+======================================+
+| raw         | 1        | 0        | 0        | No            | No.            | Yes            | Vandin (2010)       |
++-------------+----------+----------+----------+---------------+----------------+----------------+---------------------+
+| ml          | 1        | -1       | 0        | No            | No             | No             | Tsuda (2010)        |
++-------------+----------+----------+----------+---------------+----------------+----------------+---------------------+
+| gm          | 1        | -1       | k        | No            | No             | No             | Mostafavi (2008)    |
++-------------+----------+----------+----------+---------------+----------------+----------------+---------------------+
+| ber_s       | 1        | 0        | 0        | No            | No             | Yes            | Bersanelli (2016)   |
++-------------+----------+----------+----------+---------------+----------------+----------------+---------------------+
+
+Summary table of methods with statistical normalization
+-------------------------------------------------------
++-------------+----------+----------+----------+---------------+----------------+----------------+---------------------+
+| Scores      | y+       | y-       | yn       | Normalized    | Stochastic     | Quantitative   | Reference           |
++===========================================+===================================+======================================+
+| ber_p       | 1        | 0        | 0*       | Yes           | Yes            | Yes            | Bersanelli (2016)   |
++-------------+----------+----------+----------+---------------+----------------+----------------+---------------------+
+| mc          | 1        | 0        | 0*       | Yes           | Yes            | Yes            | Bersanelli (2016)   |
++-------------+----------+----------+----------+---------------+----------------+----------------+---------------------+
+| z           | 1        | 0        | 0*       | Yes           | No             | Yes            | Harchaoui (2013)    |
++-------------+----------+----------+----------+---------------+----------------+----------------+---------------------+
 
 
 .. automodule:: diffupy.diffusion