New optim + large datasets modif

CONFIG/1.config

+# Experiments parameters
+ perf{
+      testBuildingBlocks="false";
+      PrivacyPreservation="true";
+      microBench="true";
+      MLAlgorithm="vfdt";
+      runs_number ="1";
+      thread_number="14";
+      remoteClient="false";
+      Incremental="false";
+      OutputPath="/root/DAPPLE-2.0/EXP/MICRO/";
+      scenarioName ="VFDTAdultOPT";
+      debug="false";
+      maxTrainSize="5";
+      maxTestSize="5";
+ }
+
+ # The dataset configuration parameters
+ dataset{
+
+     mainPath = "/root/DAPPLE-2.0/";
+     path="/root/DAPPLE-2.0/DATA/Datasets/Adult/";
+     clearPath= "/home/rania/CLionProjects/DAPPLE-2.0/DATA/Datasets/Adult/";
+     chunk_prefix="DO";
+     class_number="2";
+     dimension="15";
+     chunk_number="16";
+ }
+
+ # The vfdt algorithm parameters
+ vfdt{
+
+     delta="0.000001";
+     tau="1";
+     grace="50";
+     max_depth="8";
+     threshold_number="2";
+     maxNodes="1000";
+ }
+
+ # DTPKC parameters
+ crypto{
+     deserialize="false";
+     pathSer="/root/DAPPLE-2.0/SER/";
+     keySize ="1024";
+     DTPKC_Err = "600";
+     ComputationalPrecision="1000";
+     useORE="false";
+     sendParaClient="true";
+     blindingSize="100";
+     encryptData="true";
+     delay="0";
+     optim = "true";
+     precompute = "true";
+ }
+
+ # Naive Bayes parameters
+ nb{
+     LaplaceConstant="10";
+ }
+
+ #LR parameters
+
+ lr{
+    alpha="10000";
+    LRTH="0.5";
+    batchSize="30";
+    epochs="1";
+    sgdWorkers="4";
+ }
+
+ # Network parameters
+ network{
+     portS="5001";
+     serverIP="127.0.0.1";
+ }

CONFIG/DAPPLE.config

@@ -3,14 +3,14 @@
       testBuildingBlocks="false";
       PrivacyPreservation="true";
       microBench="true";
-      MLAlgorithm="vfdt";
+      MLAlgorithm="lr";
       runs_number ="1";
       thread_number="14";
       remoteClient="false";
       Incremental="true";
       OutputPath="/home/rania/CLionProjects/DAPPLE-2.0/EXP/MANU/";
       scenarioName ="nnnn";
-      debug="true";
+      debug="false";
       maxTrainSize="5";
       maxTestSize="5";
  }
@@ -56,13 +56,13 @@
 
  # Naive Bayes parameters
  nb{
-     LaplaceConstant="10";
+     LaplaceConstant="1";
  }
 
  #LR parameters
 
  lr{
-    alpha="10000";
+    alpha="100";
     LRTH="0.5";
     batchSize="30";
     epochs="1";