added script to run experiments for noisy kddcup dataset

chr-peters · Jun 8, 2021 · 61b2e86 · 61b2e86
1 parent cfe9d54
commit 61b2e86
Showing 1 changed file with 17 additions and 0 deletions.
diff --git a/scripts/run_experiments_kddcup_noisy.py b/scripts/run_experiments_kddcup_noisy.py
@@ -0,0 +1,17 @@
+from sketching.datasets import KDDCup_Sklearn, NoisyDataset
+from sketching.utils import run_experiments
+
+MIN_SIZE = 1000
+MAX_SIZE = 30000
+STEP_SIZE = 1000
+NUM_RUNS = 21
+
+dataset_noisy = NoisyDataset(dataset=KDDCup_Sklearn(), 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,
+)