Add stree default to analysis

add experiment to report_mysql
fix crosval experiment to get the best "gridsearch" parameters

report_mysql.py

@@ -17,6 +17,14 @@ def parse_arguments() -> Tuple[str, str, str, bool, bool]:
         required=False,
         default="any",
     )
+    ap.add_argument(
+        "-e",
+        "--experiment",
+        type=str,
+        choices=["gridsearch", "crossval"],
+        required=False,
+        default="crossval",
+    )
     ap.add_argument(
         "-x",
         "--excludeparams",
@@ -29,6 +37,7 @@ def parse_arguments() -> Tuple[str, str, str, bool, bool]:
     return (
         args.model,
         args.excludeparams,
+        args.experiment,
     )
 
 
@@ -54,7 +63,7 @@ def report_header(exclude_params):
 
 def report_line(record, agg):
     accuracy = record[5]
-    expected = record[13]
+    expected = record[16]
     if accuracy < expected:
         agg["worse"] += 1
         sign = "-"
@@ -94,6 +103,7 @@ def report_footer(agg):
 (
     classifier,
     exclude_parameters,
+    experiment,
 ) = parse_arguments()
 dbh = MySQL()
 database = dbh.get_connection()
@@ -124,7 +134,7 @@ for item in [
 ] + models:
     agg[item] = 0
 for dataset in dt:
-    record = dbh.find_best(dataset[0], classifier)
+    record = dbh.find_best(dataset[0], classifier, experiment=experiment)
     if record is None:
         print(TextColor.FAIL + f"*No results found for {dataset[0]}")
     else: