Remove run_inference.py;

Uncomment lines.

Author: itrajanovska

examples/run_inference.py

@@ -490,12 +490,12 @@ def run_metrics_for_original(self: MetricsAggregator) -> None:
 
         # Skip running utility metrics
         metrics_to_run = [
-            # temp_aggregator.run_basic_quality_metrics,
-            # temp_aggregator.run_advanced_quality_metrics,
-            # temp_aggregator.run_likelihood_metrics,
-            # temp_aggregator.run_privacy_against_inference,
-            # temp_aggregator.run_propensity_score,
-            # temp_aggregator.run_distance_metrics,
+            temp_aggregator.run_basic_quality_metrics,
+            temp_aggregator.run_advanced_quality_metrics,
+            temp_aggregator.run_likelihood_metrics,
+            temp_aggregator.run_privacy_against_inference,
+            temp_aggregator.run_propensity_score,
+            temp_aggregator.run_distance_metrics,
             temp_aggregator.run_singling_out_metric,
             temp_aggregator.run_linkability_metric,
             temp_aggregator.run_inference_metric,
@@ -527,26 +527,26 @@ def run_metrics_for_models(self: MetricsAggregator) -> pd.DataFrame:
         Returns:
             DataFrame: A pandas DataFrame containing the aggregated results from all metrics.
         """
-        # self.run_utility_metric()
-        # logging.info("Utility Done")
-        #
-        # self.run_basic_quality_metrics()
-        # logging.info("Basic Done")
-        #
-        # self.run_advanced_quality_metrics()
-        # logging.info("Advance Done")
-        #
-        # self.run_likelihood_metrics()
-        # logging.info("Likelihood Done")
-        #
-        # self.run_privacy_against_inference()
-        # logging.info("Legacy (SDMetrics) Privacy Against Inference Done")
-        #
-        # self.run_propensity_score()
-        # logging.info("Propensity Done")
-        #
-        # self.run_distance_metrics()
-        # logging.info("Distance Done")
+        self.run_utility_metric()
+        logging.info("Utility Done")
+
+        self.run_basic_quality_metrics()
+        logging.info("Basic Done")
+
+        self.run_advanced_quality_metrics()
+        logging.info("Advance Done")
+
+        self.run_likelihood_metrics()
+        logging.info("Likelihood Done")
+
+        self.run_privacy_against_inference()
+        logging.info("Legacy (SDMetrics) Privacy Against Inference Done")
+
+        self.run_propensity_score()
+        logging.info("Propensity Done")
+
+        self.run_distance_metrics()
+        logging.info("Distance Done")
 
         self.run_singling_out_metric()
         logging.info("SinglingOut Done")