Add stree default to analysis

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

analysis_mysql.py

@@ -8,6 +8,7 @@ from experimentation.Database import MySQL
 report_csv = "report.csv"
 models_tree = [
     "stree",
+    "stree_default",
     "wodt",
     "j48svm",
     "oc1",
@@ -18,7 +19,7 @@ models_ensemble = ["odte", "adaBoost", "bagging", "TBRaF", "TBRoF", "TBRRoF"]
 description = ["samp", "var", "cls"]
 complexity = ["nodes", "leaves", "depth"]
 title = "Best model results"
-lengths = (30, 4, 3, 3, 3, 3, 3, 12, 12, 12, 12, 12, 12)
+lengths = [30, 4, 3, 3, 3, 3, 3, 12, 12, 12, 12, 12, 12, 12]
 
 
 def parse_arguments() -> Tuple[str, str, str, bool, bool]:
@@ -46,8 +47,15 @@ def parse_arguments() -> Tuple[str, str, str, bool, bool]:
         required=False,
         default=False,
     )
+    ap.add_argument(
+        "-o",
+        "--compare",
+        type=bool,
+        required=False,
+        default=False,
+    )
     args = ap.parse_args()
-    return (args.experiment, args.model, args.csv_output)
+    return (args.experiment, args.model, args.csv_output, args.compare)
 
 
 def report_header_content(title, experiment, model_type):
@@ -102,7 +110,7 @@ def report_footer(agg):
         )
 
 
-(experiment, model_type, csv_output) = parse_arguments()
+(experiment, model_type, csv_output, compare) = parse_arguments()
 dbh = MySQL()
 database = dbh.get_connection()
 dt = Datasets(False, False, "tanveer")
@@ -115,6 +123,10 @@ fields = (
     "Lea",
     "Dep",
 )
+if not compare:
+    # remove stree_default from fields list and lengths
+    models_tree.pop(1)
+    lengths.pop(7)
 models = models_tree if model_type == "tree" else models_ensemble
 for item in models:
     fields += (f"{item}",)