Results from the ML model vs binning in :math:`p_{T}^{Z}`, :math:`O(\Lambda^{-2})`, pair-wise fit
=================================================================================================
Figure 5.6 of :cite:`ML4EFT_temp_id`.

95% CL intervals on :math:`n_{eft}=7` Wilson coefficients relevant for the description of Higgs production
in association with a Z boson 
at the linear :math:`O(\Lambda^{-2})` level.

The black cross indicates the SM values used to generate the pseudo-data.
We present 95% CL intervals obtained from two-parameter fits,
where for each panel the contribution from the operators not shown is set to zero.

We compare the bounds obtained from a binned :math:`p_{T}^{Z}` distribution with those from two ML unbinned observables, first when only :math:`p_{T}^{Z}` is used for the training and second when :math:`n_{k} = 7` kinematic features are used.

.. image:: ../images/cornerplots/zh_pairwise_lin_nn_binned.png


See the :ref:`next<zh_quad_pairwise>` page for similar plots, this time obtained at the quadratic :math:`O(\Lambda^{-4})` level in the EFT expansion.