add screen shoot

PENGZhaoqing · Nov 29, 2016 · 2969959 · 2969959
1 parent 1a3eac8
commit 2969959
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Showing 11 changed files with 11 additions and 13 deletions.
diff --git a/CART/CART_Trainer.py b/CART/CART_Trainer.py
@@ -16,7 +16,7 @@ class Trainer:
 
     def train(self, training_set, training_target, fea_index):
 
-        clf = tree.DecisionTreeClassifier(criterion="gini", max_depth=7, min_samples_leaf=5)
+        clf = tree.DecisionTreeClassifier(criterion="gini", max_depth=7, min_samples_leaf=50)
         clf = clf.fit(training_set, training_target)
 
         class_names = np.unique([str(i) for i in training_target])

diff --git a/CART/CART_Trainer.pyc b/CART/CART_Trainer.pyc
diff --git a/CART/output/CART.pkl b/CART/output/CART.pkl
diff --git a/CART/output/tree-vis.pdf b/CART/output/tree-vis.pdf
diff --git a/MLP/MLP_Trainer.py b/MLP/MLP_Trainer.py
@@ -66,11 +66,11 @@ def one_hot_encoding(self, dataset, datatarget, T_len):
         pca = PCA(n_components=20)
         pca.fit(data_set)
 
-        print data_set.shape
-
         data_set = pca.transform(data_set)
         test_set = pca.transform(test_set)
 
+        print data_set.shape
+
         scaler = StandardScaler()
         scaler.fit(data_set)
 

diff --git a/MLP/output/MLP.pkl b/MLP/output/MLP.pkl
diff --git a/Mongo_Con.py b/Mongo_Con.py
@@ -44,11 +44,11 @@ def import_test_data(self, test_file):
                 self.db.test_data.insert_one({"test_set": dic})
 
     def CART_fetch_data(self):
-        training_cursor = self.db.training_data.find({"training_set.src_bytes": {"$gt": 10000}})
-        test_cursor = self.db.test_data.find({"test_set.src_bytes": {"$gt": 10000}})
+        # training_cursor = self.db.training_data.find({"training_set.src_bytes": {"$gt": 10000}})
+        # test_cursor = self.db.test_data.find({"test_set.src_bytes": {"$gt": 10000}})
 
-        # training_cursor = self.db.training_data.find()
-        # test_cursor = self.db.test_data.find()
+        training_cursor = self.db.training_data.find()
+        test_cursor = self.db.test_data.find()
 
         cursor = training_cursor.sort('training_set.type', pymongo.ASCENDING)
 
@@ -81,11 +81,11 @@ def CART_fetch_data(self):
         return np.array(dataset), np.array(dataTarget), training_len
 
     def MLP_fetch_data(self):
-        training_cursor = self.db.training_data.find({"training_set.src_bytes": {"$gt": 10000}})
-        test_cursor = self.db.test_data.find({"test_set.src_bytes": {"$gt": 100000}})
+        # training_cursor = self.db.training_data.find({"training_set.src_bytes": {"$gt": 10000}})
+        # test_cursor = self.db.test_data.find({"test_set.src_bytes": {"$gt": 100000}})
 
-        # training_cursor = self.db.training_data.find()
-        # test_cursor = self.db.test_data.find()
+        training_cursor = self.db.training_data.find()
+        test_cursor = self.db.test_data.find()
 
         cursor = training_cursor.sort('training_set.type', pymongo.ASCENDING)
 

diff --git a/Mongo_Con.pyc b/Mongo_Con.pyc
diff --git a/Snip20161130_3.png b/Snip20161130_3.png
diff --git a/data/kddcup.data_10_percent.txt b/data/kddcup.data_10_percent.txt
@@ -485795,7 +485795,6 @@
 0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,217,20,1.00,1.00,0.00,0.00,0.09,0.06,0.00,255,20,0.08,0.06,0.00,0.00,1.00,1.00,0.00,0.00,2
 0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,227,13,1.00,1.00,0.00,0.00,0.06,0.05,0.00,255,13,0.05,0.06,0.00,0.00,1.00,1.00,0.00,0.00,2
 0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,237,7,1.00,1.00,0.00,0.00,0.03,0.05,0.00,255,7,0.03,0.06,0.00,0.00,1.00,1.00,0.00,0.00,2
-0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,00,tcp,http,SF,334,1684,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,9,0.00,0.00,0.00,0
 0,tcp,http,SF,332,1076,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,12,0.00,0.00,0.00,0.00,1.00,0.00,0.17,10,10,1.00,0.00,0.10,0.00,0.00,0.00,0.00,0.00,0
 0,tcp,http,SF,344,2280,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,8,0.00,0.00,0.00,0.00,1.00,0.00,0.00,8,20,1.00,0.00,0.12,0.10,0.00,0.00,0.00,0.00,0
 0,tcp,http,SF,180,1929,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,5,0.00,0.00,0.00,0.00,1.00,0.00,0.40,18,30,1.00,0.00,0.06,0.07,0.00,0.00,0.00,0.00,0

diff --git a/raw/kddcup.data_10_percent.txt b/raw/kddcup.data_10_percent.txt
@@ -485795,7 +485795,6 @@
 0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,217,20,1.00,1.00,0.00,0.00,0.09,0.06,0.00,255,20,0.08,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune.
 0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,227,13,1.00,1.00,0.00,0.00,0.06,0.05,0.00,255,13,0.05,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune.
 0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,237,7,1.00,1.00,0.00,0.00,0.03,0.05,0.00,255,7,0.03,0.06,0.00,0.00,1.00,1.00,0.00,0.00,neptune.
-0,tcp,private,S0,0,0,0,0,0,0,0,0,0,0,00,tcp,http,SF,334,1684,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,9,0.00,0.00,0.00,0.00,1.00,0.00,0.33,0,0,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,normal.
 0,tcp,http,SF,332,1076,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,12,0.00,0.00,0.00,0.00,1.00,0.00,0.17,10,10,1.00,0.00,0.10,0.00,0.00,0.00,0.00,0.00,normal.
 0,tcp,http,SF,344,2280,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,8,0.00,0.00,0.00,0.00,1.00,0.00,0.00,8,20,1.00,0.00,0.12,0.10,0.00,0.00,0.00,0.00,normal.
 0,tcp,http,SF,180,1929,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,5,0.00,0.00,0.00,0.00,1.00,0.00,0.40,18,30,1.00,0.00,0.06,0.07,0.00,0.00,0.00,0.00,normal.