Evaluating the DNN models

To evaluate our BigQuery ML DNNs, we'll use the ML.EVALUATE function and the table that we've expressly created as an evaluation dataset:

1. First of all, we can start evaluating the model `11_nyc_bike_sharing_dnn.trip_duration_by_stations_day_age_relu`. Let's run the following query:

   SELECT
     *
   FROM
     ML.EVALUATE(MODEL `11_nyc_bike_sharing_dnn.trip_duration_by_stations_day_age_relu`,
       (
       SELECT
             start_station_name,
             end_station_name,
             is_weekend,
             age,
             tripduration as label
       FROM
              `11_nyc_bike_sharing_dnn...