Updating the new results

BankNBCipherCHECK-2019-07-05-14:03:54-Config.txt

+perf{
+      testBuildingBlocks="false";
+      PrivacyPreservation="true";
+      MLAlgorithm="nb";
+      runs_number ="1";
+      thread_number="14";
+      remoteClient="false";
+      Incremental="true";
+      OutputPath="/root/RES/";
+      scenarioName ="BankNBCipherCHECK";
+      debug="false";
+      maxTrainSize="20";
+      maxTestSize="50";
+ }
+
+ # The dataset configuration parameters
+ dataset{
+     mainPath = "/root/DAPPLE/";
+     path="/root/DAPPLE/DATA/Datasets/BANK2/";
+     clearPath= "/root/DAPPLE/DATA/Datasets/BANK2/";
+     chunk_prefix="DO";
+     class_number="2";
+     dimension="17";
+     chunk_number="16";
+ }
+
+ # The vfdt algorithm parameters
+ vfdt{
+     delta="0.000001";
+     tau="1";
+     grace="50";
+     max_depth="8";
+     threshold_number="2";
+     maxNodes="45";
+ }
+
+ # DTPKC parameters
+ crypto{
+     deserialize="false";
+     pathSer="/root/DAPPLE/SER/";
+     keySize ="1024";
+     DTPKC_Err = "600";
+     ComputationalPrecision="1000";
+     useORE="false";
+     sendParaClient="true";
+     blindingSize="100";
+     encryptData="true";
+ }
+
+ # Naive Bayes parameters
+ nb{
+     LaplaceConstant="1";
+ }
+
+ #LR parameters
+
+ lr{
+    alpha="100";
+    LRTH="0.5";
+    batchSize="100";
+    epochs="1";
+ }
+
+ # Network parameters
+ network{
+     portS="5001";
+     serverIP="10.144.4.7";
+ }
+

BankNBCipherFinal-2019-07-05-08:21:35-Stats.csv

+--------Run@1 over : 1---------
+TrainTime,TrainBd,TestServerTime,TestClientTime,TestBd,P,R,F1

BankNBCipherFinal-2019-07-05-08:31:10-ClassOutput.txt

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BankNBCipherFinal-2019-07-05-08:31:10-Config.txt

+perf{
+      testBuildingBlocks="false";
+      PrivacyPreservation="true";
+      MLAlgorithm="nb";
+      runs_number ="1";
+      thread_number="14";
+      remoteClient="false";
+      Incremental="true";
+      OutputPath="/root/RES/";
+      scenarioName ="BankNBCipherFinal";
+      debug="false";
+      maxTrainSize="20";
+      maxTestSize="50";
+ }
+
+ # The dataset configuration parameters
+ dataset{
+     mainPath = "/root/DAPPLE/";
+     path="/root/DAPPLE/DATA/Datasets/BANK2/";
+     clearPath= "/root/DAPPLE/DATA/Datasets/BANK2/";
+     chunk_prefix="DO";
+     class_number="2";
+     dimension="17";
+     chunk_number="16";
+ }
+
+ # The vfdt algorithm parameters
+ vfdt{
+     delta="0.000001";
+     tau="1";
+     grace="50";
+     max_depth="8";
+     threshold_number="2";
+     maxNodes="45";
+ }
+
+ # DTPKC parameters
+ crypto{
+     deserialize="false";
+     pathSer="/root/DAPPLE/SER/";
+     keySize ="1024";
+     DTPKC_Err = "600";
+     ComputationalPrecision="1000";
+     useORE="false";
+     sendParaClient="true";
+     blindingSize="100";
+     encryptData="true";
+ }
+
+ # Naive Bayes parameters
+ nb{
+     LaplaceConstant="1";
+ }
+
+ #LR parameters
+
+ lr{
+    alpha="100";
+    LRTH="0.5";
+    batchSize="100";
+    epochs="1";
+ }
+
+ # Network parameters
+ network{
+     portS="5001";
+     serverIP="10.144.4.7";
+ }
+

BankNBCipherFinal-2019-07-05-08:31:10-Stats.csv

+--------Run@1 over : 1---------
+TrainTime,TrainBd,TestServerTime,TestClientTime,TestBd,P,R,F1
+37099.713047,460800,1015992.490605,0.000000,1843200,0.610061,0.610061,0.610000
+41846.731322,460800,1055028.121063,0.000000,1843200,0.607936,0.608710,0.606947
+47438.045437,460800,1075210.510892,0.000000,1843200,0.598535,0.602847,0.593637
+53765.620686,460800,1084517.120340,0.000000,1843200,0.603685,0.609735,0.597405
+59886.426619,460800,1090230.393571,0.000000,1843200,0.600760,0.603069,0.598030
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+79021.608039,460800,1104193.226056,0.000000,1843200,0.623137,0.625079,0.621248
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+97150.841434,460800,1107393.005422,0.000000,1843200,0.638889,0.650237,0.631022
+102659.302142,460800,1112681.645926,0.000000,1843200,0.646565,0.662131,0.636829
+102659.302142,460800,1112681.645926,0.000000,1843200,0.646565,0.662131,0.636829

Report-BankNBCipherFinal-2019-07-05-08:31:10-ClassOutput.txt

+0.6368286445012787
+0.6465646564656465
+0.6621307666777299