Remove be_td and be_repair

benchmark/scripts/be_repair.py

@@ -1,23 +0,0 @@
-#!/usr/bin/env python
-import os
-import json
-from benchmark.Experiments import Files, Folders
-
-
-def main():
-    versions = dict(SVC="-", STree="1.2.3", ODTE="0.3.2")
-    results = Files().get_all_results(hidden=False)
-    for result in results:
-        print(result)
-        file_name = os.path.join(Folders.results, result)
-        with open(file_name) as f:
-            data = json.load(f)
-            if "title" not in data:
-                print(f"Repairing title in {result}")
-                data["title"] = "default"
-            if "version" not in data:
-                print(f"Repairing version in {result}")
-                model = data["model"]
-                data["version"] = versions[model] if model in versions else "-"
-            with open(file_name, "w") as f:
-                json.dump(data, f, indent=4)

benchmark/scripts/be_td.py

@@ -1,48 +0,0 @@
-#!/usr/bin/env python
-import sys
-import time
-from benchmark.Experiments import Datasets
-from mufs import MUFS
-
-
-def main():
-    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})"
-    )