From 61b2e8622f2d2454ba38a750ccf370c0cdecd89a Mon Sep 17 00:00:00 2001
From: cxan96 <c.p.xanten@gmail.com>
Date: Tue, 8 Jun 2021 15:29:01 +0200
Subject: [PATCH] added script to run experiments for noisy kddcup dataset

---
 scripts/run_experiments_kddcup_noisy.py | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)
 create mode 100644 scripts/run_experiments_kddcup_noisy.py

diff --git a/scripts/run_experiments_kddcup_noisy.py b/scripts/run_experiments_kddcup_noisy.py
new file mode 100644
index 0000000..2c7eb48
--- /dev/null
+++ 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,
+)