From 99dd774be15994eb421093d36c0730e262316991 Mon Sep 17 00:00:00 2001
From: PaoloBonettiPolimi
 <94172434+PaoloBonettiPolimi@users.noreply.github.com>
Date: Thu, 25 Apr 2024 10:56:14 +0200
Subject: [PATCH] Update main.py

---
 hawk/analysis/main.py | 17 -----------------
 1 file changed, 17 deletions(-)

diff --git a/hawk/analysis/main.py b/hawk/analysis/main.py
index ae888d5..1f5bad9 100644
--- a/hawk/analysis/main.py
+++ b/hawk/analysis/main.py
@@ -83,16 +83,12 @@ def run_baseline_analysis(self):
 
         features_names = self.datasets["normal"]["var_names"]
 
-        print(f"features_names: {features_names}")
-
         configs = []
 
         # Only autoregressive baselines from 1 to the maximum target lag
         for i in range(1, self.tefs_max_lag_target+1):
             configs.append((f"AR({i})", {self.target_column_name: list(range(1, i + 1))}))
 
-        print(f"AR configs: {configs}")
-
         # All features without AR
         configs.append(
             (
@@ -101,8 +97,6 @@ def run_baseline_analysis(self):
             )
         )
 
-        print(f"Full configs: {configs}")
-
         # All features with AR
         configs.append(
             (
@@ -112,8 +106,6 @@ def run_baseline_analysis(self):
             )
         )
 
-        print(f"Full configs: {configs}")
-
         for label, inputs_names_lags in configs:
             baseline[label] = {
                 "inputs": inputs_names_lags,
@@ -125,8 +117,6 @@ def run_baseline_analysis(self):
                 ),
             }
 
-        print(f"Baselines: {baseline}")
-
         target_file = os.path.join(self.workdir, "baseline.pkl")
         save_to_pkl_file(target_file, baseline)
 
@@ -172,8 +162,6 @@ def run_tefs_analysis(
             }
             configurations.append(configuration)
 
-        print(f"TEFS configurations: {configurations}")
-
         # Run the analysis
         results = []
         for config in configurations:
@@ -185,8 +173,6 @@ def run_tefs_analysis(
                 )
             )
 
-        print(f"TEFS results: {results}")
-
         return results
 
     def run_pcmci_analysis(
@@ -240,8 +226,6 @@ def run_pcmci_analysis(
             }
             configurations.append(configuration)
 
-        print(f'PCMCI configurations: {configurations}')
-
         # Run the analysis
         results = []
         for config in configurations:
@@ -252,7 +236,6 @@ def run_pcmci_analysis(
                     independence_tests=independence_tests,
                 )
             )
-        print(f"PCMCI+ results: {results}")
 
         return results