New optim + large datasets modif

CONFIG/DAPPLE.config

@@ -11,18 +11,19 @@
       OutputPath="/home/rania/CLionProjects/DAPPLE-2.0/EXP/MANU/";
       scenarioName ="fullCipherAdult";
       debug="true";
-      maxTrainSize="2261";
+      maxTrainSize="2000";
       maxTestSize="500";
  }
 
  # The dataset configuration parameters
  dataset{
+
      mainPath = "/home/rania/CLionProjects/DAPPLE-2.0/";
      path="/home/rania/CLionProjects/DAPPLE-2.0/DATA/Datasets/Adult/FULL/";
      clearPath= "/home/rania/CLionProjects/DAPPLE-2.0/DATA/Datasets/Adult/FULL/";
      chunk_prefix="DO";
      class_number="2";
-     dimension="16";
+     dimension="15";
      chunk_number="1";
  }
 
@@ -32,7 +33,7 @@
      delta="0.000001";
      tau="1";
      grace="50";
-     max_depth="30";
+     max_depth="20";
      threshold_number="2";
      maxNodes="1000";
  }