added experiment runner script for noisy webspam dataset

chr-peters · Jun 8, 2021 · 499734a · 499734a
1 parent ab6510c
commit 499734a
Showing 1 changed file with 17 additions and 0 deletions.
diff --git a/scripts/run_experiments_webspam_noisy.py b/scripts/run_experiments_webspam_noisy.py
@@ -0,0 +1,17 @@
+from sketching.datasets import NoisyDataset, Webspam_libsvm
+from sketching.utils import run_experiments
+
+MIN_SIZE = 500
+MAX_SIZE = 15000
+STEP_SIZE = 500
+NUM_RUNS = 21
+
+dataset_noisy = NoisyDataset(dataset=Webspam_libsvm(), percentage=0.01, std=10)
+
+run_experiments(
+ dataset=dataset_noisy,
+ min_size=MIN_SIZE,
+ max_size=MAX_SIZE,
+ step_size=STEP_SIZE,
+ num_runs=NUM_RUNS,
+)