Fix fit extra parameters

Allowed extra fit parameters to be non-array (e.g. str).

Added a tag to prevent stacking of the input array of the fit method if it expects partitioned data.

bob/pipelines/tests/data/samples/1.json

+{
+    "reye": [12, 10],
+    "leye": [120, 10]
+}