Add alternative path to data

src/Experiments.py

@@ -28,15 +28,26 @@ class Diterator:
 
 class Datasets:
     def __init__(self):
-        with open(os.path.join(Folders.data, Files.index)) as f:
-            self.data_sets = f.read().splitlines()
+        try:
+            with open(os.path.join(Folders.data, Files.index)) as f:
+                self.data_sets = f.read().splitlines()
+        except FileNotFoundError:
+            with open(os.path.join("..", Folders.data, Files.index)) as f:
+                self.data_sets = f.read().splitlines()
 
     def load(self, name):
-        data = pd.read_csv(
-            os.path.join(Folders.data, Files.dataset(name)),
-            sep="\t",
-            index_col=0,
-        )
+        try:
+            data = pd.read_csv(
+                os.path.join(Folders.data, Files.dataset(name)),
+                sep="\t",
+                index_col=0,
+            )
+        except FileNotFoundError:
+            data = pd.read_csv(
+                os.path.join("..", Folders.data, Files.dataset(name)),
+                sep="\t",
+                index_col=0,
+            )
         X = data.drop("clase", axis=1).to_numpy()
         y = data["clase"].to_numpy()
         return X, y

src/td.py

@@ -0,0 +1,45 @@
+import sys
+import time
+from Experiments import Datasets
+from mufs import MUFS
+
+mufs_i = MUFS()
+mufs_c = MUFS()
+mufs_f = MUFS()
+datasets = Datasets()
+iwss_t = iwss_tl = cfs_t = cfs_tl = fcbf_t = fcbf_tl = 0
+for i in datasets:
+    X, y = datasets.load(i)
+    now = time.time()
+    mufs_i.iwss(X, y, float(sys.argv[1]))
+    iwss = time.time() - now
+    iwss_r = len(mufs_i.get_results())
+    now = time.time()
+    mufs_c.cfs(X, y)
+    cfs = time.time() - now
+    cfs_r = len(mufs_c.get_results())
+    now = time.time()
+    mufs_f.fcbf(X, y, 1e-5)
+    fcbf = time.time() - now
+    fcbf_r = len(mufs_f.get_results())
+    print(
+        f"{i:30s} {iwss:.4f}({iwss_r:2d}) {cfs:.4f}({cfs_r:2d}) {fcbf:.4f}"
+        f"({fcbf_r:2d})"
+    )
+    iwss_t += iwss
+    iwss_tl += iwss_r
+    cfs_t += cfs
+    cfs_tl += cfs_r
+    fcbf_t += fcbf
+    fcbf_tl += fcbf_r
+num = len(list(datasets))
+iwss_t /= num
+iwss_tl /= num
+cfs_t /= num
+cfs_tl /= num
+fcbf_t /= num
+fcbf_tl /= num
+print(
+    f"{'Average ..: ':30s} {iwss_t:.4f}({iwss_tl:.2f}) {cfs_t:.4f}"
+    f"({cfs_tl:.2f}) {fcbf_t:.4f}({fcbf_tl:.2f})"
+)