diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index 9bdd60dcfb655d5e604248508889d56be94e773f..c6ac4435aa9349fbb319f53d3aa4de6689622626 100755
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -11,12 +11,38 @@
</configurations>
</component>
<component name="ChangeListManager">
- <list default="true" id="2624f523-8bdb-4867-a32b-0c8fa25f5cda" name="Default" comment="Added the bank dataset files">
+ <list default="true" id="2624f523-8bdb-4867-a32b-0c8fa25f5cda" name="Default" comment="Updated parallelism in PVFDT">
+ <change afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/dataClean.csv" afterDir="false" />
+ <change afterPath="$PROJECT_DIR$/DATA/Datasets/Edin/dataClean.csv" afterDir="false" />
+ <change afterPath="$PROJECT_DIR$/DATA/Datasets/Edin/result.data" afterDir="false" />
+ <change afterPath="$PROJECT_DIR$/DATA/Datasets/Edin/testing.data" afterDir="false" />
+ <change afterPath="$PROJECT_DIR$/DATA/Datasets/Edin/training.data" afterDir="false" />
+ <change afterPath="$PROJECT_DIR$/Scripts/data-clean.csv" afterDir="false" />
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<change beforePath="$PROJECT_DIR$/CONFIG/DAPPLE.config" beforeDir="false" afterPath="$PROJECT_DIR$/CONFIG/DAPPLE.config" afterDir="false" />
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- <change beforePath="$PROJECT_DIR$/PPML/PPVFDT/PPNodeStats.cpp" beforeDir="false" afterPath="$PROJECT_DIR$/PPML/PPVFDT/PPNodeStats.cpp" afterDir="false" />
+ <change beforePath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_1.data" beforeDir="false" afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_1.data" afterDir="false" />
+ <change beforePath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_10.data" beforeDir="false" afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_10.data" afterDir="false" />
+ <change beforePath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_11.data" beforeDir="false" afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_11.data" afterDir="false" />
+ <change beforePath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_12.data" beforeDir="false" afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_12.data" afterDir="false" />
+ <change beforePath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_13.data" beforeDir="false" afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_13.data" afterDir="false" />
+ <change beforePath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_14.data" beforeDir="false" afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_14.data" afterDir="false" />
+ <change beforePath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_15.data" beforeDir="false" afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_15.data" afterDir="false" />
+ <change beforePath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_16.data" beforeDir="false" afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_16.data" afterDir="false" />
+ <change beforePath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_2.data" beforeDir="false" afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_2.data" afterDir="false" />
+ <change beforePath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_3.data" beforeDir="false" />
+ <change beforePath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_4.data" beforeDir="false" afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_4.data" afterDir="false" />
+ <change beforePath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_5.data" beforeDir="false" afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_5.data" afterDir="false" />
+ <change beforePath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_6.data" beforeDir="false" afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_6.data" afterDir="false" />
+ <change beforePath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_7.data" beforeDir="false" afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_7.data" afterDir="false" />
+ <change beforePath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_8.data" beforeDir="false" afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_8.data" afterDir="false" />
+ <change beforePath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_9.data" beforeDir="false" afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_9.data" afterDir="false" />
+ <change beforePath="$PROJECT_DIR$/DATA/Datasets/Bank/data-clean.csv" beforeDir="false" afterPath="$PROJECT_DIR$/DATA/Scripts/data-clean.txt" afterDir="false" />
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+ <change beforePath="$PROJECT_DIR$/DATA/Datasets/Bank/testing.data" beforeDir="false" afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/testing.data" afterDir="false" />
+ <change beforePath="$PROJECT_DIR$/DATA/Datasets/Bank/training.data" beforeDir="false" afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/training.data" afterDir="false" />
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<change beforePath="$PROJECT_DIR$/SER/dtpkc.ser" beforeDir="false" afterPath="$PROJECT_DIR$/SER/dtpkc.ser" afterDir="false" />
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@@ -26,83 +52,75 @@
<option name="HIGHLIGHT_NON_ACTIVE_CHANGELIST" value="false" />
<option name="LAST_RESOLUTION" value="IGNORE" />
</component>
+ <component name="DatabaseView">
+ <option name="SHOW_INTERMEDIATE" value="true" />
+ <option name="GROUP_DATA_SOURCES" value="true" />
+ <option name="GROUP_SCHEMA" value="true" />
+ <option name="GROUP_CONTENTS" value="false" />
+ <option name="SORT_POSITIONED" value="false" />
+ <option name="SHOW_EMPTY_GROUPS" value="false" />
+ <option name="AUTO_SCROLL_FROM_SOURCE" value="false" />
+ <option name="HIDDEN_KINDS">
+ <set />
+ </option>
+ <expand />
+ <select />
+ </component>
<component name="ExecutionTargetManager" SELECTED_TARGET="CMakeBuildProfile:Debug" />
<component name="FavoritesManager">
<favorites_list name="DAPPLE" />
</component>
<component name="FileEditorManager">
<leaf SIDE_TABS_SIZE_LIMIT_KEY="300">
- <file pinned="false" current-in-tab="true">
+ <file pinned="false" current-in-tab="false">
<entry file="file://$PROJECT_DIR$/CONFIG/DAPPLE.config">
<provider selected="true" editor-type-id="text-editor">
- <state relative-caret-position="480">
- <caret line="32" column="19" lean-forward="true" selection-start-line="32" selection-start-column="19" selection-end-line="32" selection-end-column="19" />
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</provider>
</entry>
</file>
- <file pinned="false" current-in-tab="false">
- <entry file="file://$PROJECT_DIR$/PPML/IO/PPRecord.h">
+ <file pinned="false" current-in-tab="true">
+ <entry file="file://$PROJECT_DIR$/EXP/TESTSLRTuning-2019-05-04-21:36:37-Stats.csv">
<provider selected="true" editor-type-id="text-editor">
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- <entry file="file://$PROJECT_DIR$/EXP/DEBUG-LR/Cipher-2019-04-03-13:29:42-Config.txt">
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- </file>
- <file pinned="false" current-in-tab="false">
- <entry file="file://$PROJECT_DIR$/PPML/PPVFDT/PPVFDT_Classifier.cpp">
+ <entry file="file://$PROJECT_DIR$/ML/LR/LR.cpp">
<provider selected="true" editor-type-id="text-editor">
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+ <state relative-caret-position="15">
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<folding>
- <element signature="e#1018#2608#0" />
- <element signature="e#2610#2987#0" />
+ <element signature="e#0#16#0" expanded="true" />
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</entry>
</file>
<file pinned="false" current-in-tab="false">
- <entry file="file://$PROJECT_DIR$/PPML/PPVFDT/PPNodeStats.h">
+ <entry file="file://$PROJECT_DIR$/ML/IO/DatasetReader.cpp">
<provider selected="true" editor-type-id="text-editor">
- <state relative-caret-position="142">
- <caret line="49" column="26" selection-start-line="49" selection-start-column="24" selection-end-line="49" selection-end-column="26" />
+ <state relative-caret-position="187">
+ <caret line="86" selection-start-line="86" selection-end-line="88" selection-end-column="26" />
</state>
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</entry>
</file>
<file pinned="false" current-in-tab="false">
- <entry file="file://$PROJECT_DIR$/PPML/PPVFDT/PPNode.cpp">
+ <entry file="file://$PROJECT_DIR$/DATA/Datasets/Bank/DO_1.data">
<provider selected="true" editor-type-id="text-editor" />
</entry>
</file>
<file pinned="false" current-in-tab="false">
- <entry file="file://$PROJECT_DIR$/PPML/PPVFDT/PPNodeStats.cpp">
+ <entry file="file://$PROJECT_DIR$/TEST/main.cpp">
<provider selected="true" editor-type-id="text-editor">
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- <folding>
- <element signature="e#271#295#0" expanded="true" />
- </folding>
+ <state relative-caret-position="247">
+ <caret line="666" column="97" selection-start-line="666" selection-start-column="97" selection-end-line="666" selection-end-column="97" />
</state>
</provider>
</entry>
@@ -111,20 +129,10 @@
</component>
<component name="FindInProjectRecents">
<findStrings>
- <find>shuff</find>
- <find>Test</find>
- <find>epochs</find>
- <find>train</find>
- <find>LR</find>
- <find>size</find>
- <find>nextC</find>
- <find>nextCh</find>
- <find>test</find>
<find>print</find>
<find>cout</find>
<find>min</find>
<find>mini</find>
- <find>shuffle</find>
<find>pargma</find>
<find>if (in</find>
<find>increm</find>
@@ -141,6 +149,16 @@
<find>incrementClass</find>
<find>incrementClassOccurence</find>
<find>UpdateNode</find>
+ <find>predic</find>
+ <find>alpha</find>
+ <find>predict</find>
+ <find>THe va</find>
+ <find>test</find>
+ <find>reloa</find>
+ <find>reload</find>
+ <find>epochs</find>
+ <find>shuffle</find>
+ <find>lr</find>
</findStrings>
<replaceStrings>
<replace>EvalCmp100</replace>
@@ -161,9 +179,6 @@
<component name="IdeDocumentHistory">
<option name="CHANGED_PATHS">
<list>
- <option value="$PROJECT_DIR$/CRYPTO/SkeySwitch.cpp" />
- <option value="$PROJECT_DIR$/PPML/EVAL/EvaluateClassification.py" />
- <option value="$PROJECT_DIR$/CRYPTO/EvalCmp100.h" />
<option value="$PROJECT_DIR$/CRYPTO/EvalThreashold.cpp" />
<option value="$PROJECT_DIR$/ML/VFDT/NodeTest.h" />
<option value="$PROJECT_DIR$/ML/VFDT/NodeTest.cpp" />
@@ -183,7 +198,6 @@
<option value="$PROJECT_DIR$/PPML/PPVFDT/PPNode.cpp" />
<option value="$PROJECT_DIR$/PPML/PPVFDT/PPNode.h" />
<option value="$PROJECT_DIR$/DATA/Scripts/Clean_Nursery.py" />
- <option value="$PROJECT_DIR$/DATA/Scripts/Split_Train_Test.py" />
<option value="$PROJECT_DIR$/PPML/PPNB/PPStats.cpp" />
<option value="$PROJECT_DIR$/Scripts/TestPPNB.sh" />
<option value="$PROJECT_DIR$/EXP/LR-Bank/LR-2019-03-13-21:10:32-Config.txt" />
@@ -205,12 +219,16 @@
<option value="$PROJECT_DIR$/CRYPTO/EvalSub2.cpp" />
<option value="$PROJECT_DIR$/Scripts/TestPPLR2.sh" />
<option value="$PROJECT_DIR$/Scripts/TestPPLR1.sh" />
- <option value="$PROJECT_DIR$/ML/LR/LR.cpp" />
<option value="$PROJECT_DIR$/PPML/PPVFDT/PPVFDT_Classifier.cpp" />
<option value="$PROJECT_DIR$/PPML/PPLR/PPLR_Classifier.cpp" />
- <option value="$PROJECT_DIR$/TEST/main.cpp" />
<option value="$PROJECT_DIR$/PPML/PPNB/PPNB_Classifier.cpp" />
<option value="$PROJECT_DIR$/PPML/PPVFDT/PPNodeStats.cpp" />
+ <option value="$PROJECT_DIR$/TEST/TESTCryptoDatasetReader.cpp" />
+ <option value="$PROJECT_DIR$/EXP/TESTSLRTuning-2019-05-04-19:17:35-Stats.csv" />
+ <option value="$PROJECT_DIR$/DATA/Edin/dataClean.csv" />
+ <option value="$PROJECT_DIR$/DATA/Scripts/Split_Train_Test.py" />
+ <option value="$PROJECT_DIR$/ML/LR/LR.cpp" />
+ <option value="$PROJECT_DIR$/TEST/main.cpp" />
<option value="$PROJECT_DIR$/CONFIG/DAPPLE.config" />
</list>
</option>
@@ -228,6 +246,7 @@
<foldersAlwaysOnTop value="true" />
</navigator>
<panes>
+ <pane id="Scope" />
<pane id="ProjectPane">
<subPane>
<expand>
@@ -240,11 +259,59 @@
<item name="DAPPLE-2.0" type="462c0819:PsiDirectoryNode" />
<item name="CONFIG" type="462c0819:PsiDirectoryNode" />
</path>
+ <path>
+ <item name="DAPPLE" type="b2602c69:ProjectViewProjectNode" />
+ <item name="DAPPLE-2.0" type="462c0819:PsiDirectoryNode" />
+ <item name="DATA" type="462c0819:PsiDirectoryNode" />
+ </path>
+ <path>
+ <item name="DAPPLE" type="b2602c69:ProjectViewProjectNode" />
+ <item name="DAPPLE-2.0" type="462c0819:PsiDirectoryNode" />
+ <item name="DATA" type="462c0819:PsiDirectoryNode" />
+ <item name="Datasets" type="462c0819:PsiDirectoryNode" />
+ </path>
+ <path>
+ <item name="DAPPLE" type="b2602c69:ProjectViewProjectNode" />
+ <item name="DAPPLE-2.0" type="462c0819:PsiDirectoryNode" />
+ <item name="DATA" type="462c0819:PsiDirectoryNode" />
+ <item name="Datasets" type="462c0819:PsiDirectoryNode" />
+ <item name="Edin" type="462c0819:PsiDirectoryNode" />
+ </path>
+ <path>
+ <item name="DAPPLE" type="b2602c69:ProjectViewProjectNode" />
+ <item name="DAPPLE-2.0" type="462c0819:PsiDirectoryNode" />
+ <item name="DATA" type="462c0819:PsiDirectoryNode" />
+ <item name="Datasets" type="462c0819:PsiDirectoryNode" />
+ <item name="Nursery" type="462c0819:PsiDirectoryNode" />
+ </path>
+ <path>
+ <item name="DAPPLE" type="b2602c69:ProjectViewProjectNode" />
+ <item name="DAPPLE-2.0" type="462c0819:PsiDirectoryNode" />
+ <item name="DATA" type="462c0819:PsiDirectoryNode" />
+ <item name="Scripts" type="462c0819:PsiDirectoryNode" />
+ </path>
<path>
<item name="DAPPLE" type="b2602c69:ProjectViewProjectNode" />
<item name="DAPPLE-2.0" type="462c0819:PsiDirectoryNode" />
<item name="EXP" type="462c0819:PsiDirectoryNode" />
</path>
+ <path>
+ <item name="DAPPLE" type="b2602c69:ProjectViewProjectNode" />
+ <item name="DAPPLE-2.0" type="462c0819:PsiDirectoryNode" />
+ <item name="ML" type="462c0819:PsiDirectoryNode" />
+ </path>
+ <path>
+ <item name="DAPPLE" type="b2602c69:ProjectViewProjectNode" />
+ <item name="DAPPLE-2.0" type="462c0819:PsiDirectoryNode" />
+ <item name="ML" type="462c0819:PsiDirectoryNode" />
+ <item name="IO" type="462c0819:PsiDirectoryNode" />
+ </path>
+ <path>
+ <item name="DAPPLE" type="b2602c69:ProjectViewProjectNode" />
+ <item name="DAPPLE-2.0" type="462c0819:PsiDirectoryNode" />
+ <item name="ML" type="462c0819:PsiDirectoryNode" />
+ <item name="LR" type="462c0819:PsiDirectoryNode" />
+ </path>
<path>
<item name="DAPPLE" type="b2602c69:ProjectViewProjectNode" />
<item name="DAPPLE-2.0" type="462c0819:PsiDirectoryNode" />
@@ -254,13 +321,17 @@
<item name="DAPPLE" type="b2602c69:ProjectViewProjectNode" />
<item name="DAPPLE-2.0" type="462c0819:PsiDirectoryNode" />
<item name="PPML" type="462c0819:PsiDirectoryNode" />
- <item name="PPVFDT" type="462c0819:PsiDirectoryNode" />
+ <item name="PPLR" type="462c0819:PsiDirectoryNode" />
+ </path>
+ <path>
+ <item name="DAPPLE" type="b2602c69:ProjectViewProjectNode" />
+ <item name="DAPPLE-2.0" type="462c0819:PsiDirectoryNode" />
+ <item name="TEST" type="462c0819:PsiDirectoryNode" />
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- <pane id="Scope" />
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<component name="PropertiesComponent">
@@ -275,12 +346,13 @@
<component name="RecentsManager">
<key name="CopyFile.RECENT_KEYS">
<recent name="$PROJECT_DIR$/Scripts" />
- <recent name="$PROJECT_DIR$/CRYPTO" />
<recent name="$PROJECT_DIR$/DATA/Scripts" />
+ <recent name="$PROJECT_DIR$/CRYPTO" />
<recent name="$PROJECT_DIR$/PPML/PPLR" />
<recent name="$PROJECT_DIR$/cmake-build-debug" />
</key>
<key name="MoveFile.RECENT_KEYS">
+ <recent name="$PROJECT_DIR$/DATA/Datasets" />
<recent name="$PROJECT_DIR$/DATA/Datasets/Adult" />
<recent name="$PROJECT_DIR$/ML/IO" />
<recent name="$PROJECT_DIR$/ML" />
@@ -371,14 +443,9 @@
<workItem from="1555104532157" duration="2946000" />
<workItem from="1555319699043" duration="18936000" />
<workItem from="1555420492797" duration="9561000" />
- <workItem from="1556117036167" duration="12087000" />
- </task>
- <task id="LOCAL-00016" summary="12/11/2018 : Reading data almost done but not tested">
- <created>1542132405423</created>
- <option name="number" value="00016" />
- <option name="presentableId" value="LOCAL-00016" />
- <option name="project" value="LOCAL" />
- <updated>1542132405423</updated>
+ <workItem from="1556117036167" duration="16345000" />
+ <workItem from="1556985163497" duration="8721000" />
+ <workItem from="1556999883524" duration="6903000" />
</task>
<task id="LOCAL-00017" summary="14/11/2018 : Error in reading dataset">
<created>1542222007206</created>
@@ -716,11 +783,18 @@
<option name="project" value="LOCAL" />
<updated>1556463951680</updated>
</task>
- <option name="localTasksCounter" value="65" />
+ <task id="LOCAL-00065" summary="Updated parallelism in PVFDT">
+ <created>1556980879631</created>
+ <option name="number" value="00065" />
+ <option name="presentableId" value="LOCAL-00065" />
+ <option name="project" value="LOCAL" />
+ <updated>1556980879631</updated>
+ </task>
+ <option name="localTasksCounter" value="66" />
<servers />
</component>
<component name="TimeTrackingManager">
- <option name="totallyTimeSpent" value="822719000" />
+ <option name="totallyTimeSpent" value="842601000" />
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@@ -734,27 +808,49 @@
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<layout>
- <window_info active="true" content_ui="combo" id="Project" order="0" sideWeight="0.8053333" visible="true" weight="0.15273935" />
+ <window_info active="true" content_ui="combo" id="Project" order="0" sideWeight="0.8053333" visible="true" weight="0.32374102" />
<window_info id="Structure" order="1" sideWeight="0.2735043" side_tool="true" weight="0.3390558" />
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- <window_info anchor="bottom" id="Find" order="2" sideWeight="0.49503437" weight="0.32675046" />
+ <window_info anchor="bottom" id="Find" order="2" sideWeight="0.49503437" weight="0.32663316" />
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- <window_info anchor="bottom" id="Debug" order="4" sideWeight="0.58594346" weight="0.32786885" />
+ <window_info anchor="bottom" id="Debug" order="4" sideWeight="0.58594346" weight="0.32663316" />
<window_info anchor="bottom" id="Cvs" order="5" weight="0.25" />
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- </entry>
- <entry file="file://$PROJECT_DIR$/PPML/IO/PPRecord.h">
- <provider selected="true" editor-type-id="text-editor">
- <state relative-caret-position="-427" />
- </provider>
- </entry>
- <entry file="file://$PROJECT_DIR$/EXP/DEBUG-LR/Cipher-2019-04-03-13:29:42-Config.txt">
- <provider selected="true" editor-type-id="text-editor" />
- </entry>
- <entry file="file://$PROJECT_DIR$/EXP/DEBUG-LR/LetsSeeHowItworks-2019-04-16-14:50:54-Stats.csv">
- <provider selected="true" editor-type-id="text-editor" />
- </entry>
- <entry file="file://$PROJECT_DIR$/EXP/DEBUG-LR/LetsSeeHowItworks-2019-04-16-14:52:40-Stats.csv">
+ <entry file="file://$PROJECT_DIR$/EXP/TESTSLRTuning-2019-05-04-21:18:10-Stats.csv">
<provider selected="true" editor-type-id="text-editor" />
</entry>
- <entry file="file://$PROJECT_DIR$/EXP/DEBUG-LR/LetsSeeHowItworks-2019-04-28-15:03:43-Config.txt">
+ <entry file="file://$PROJECT_DIR$/EXP/TESTSLRTuning-2019-05-04-21:24:34-Config.txt">
<provider selected="true" editor-type-id="text-editor" />
</entry>
- <entry file="file://$PROJECT_DIR$/PPML/PPVFDT/PPNode.cpp">
+ <entry file="file://$PROJECT_DIR$/EXP/TESTSLRTuning-2019-05-04-21:24:34-Stats.csv">
<provider selected="true" editor-type-id="text-editor" />
</entry>
- <entry file="file://$PROJECT_DIR$/PPML/PPVFDT/PPNodeStats.h">
+ <entry file="file://$PROJECT_DIR$/TEST/main.cpp">
<provider selected="true" editor-type-id="text-editor">
- <state relative-caret-position="142">
- <caret line="49" column="26" selection-start-line="49" selection-start-column="24" selection-end-line="49" selection-end-column="26" />
+ <state relative-caret-position="247">
+ <caret line="666" column="97" selection-start-line="666" selection-start-column="97" selection-end-line="666" selection-end-column="97" />
</state>
</provider>
</entry>
- <entry file="file://$PROJECT_DIR$/PPML/PPVFDT/PPNodeStats.cpp">
- <provider selected="true" editor-type-id="text-editor">
- <state relative-caret-position="142">
- <caret line="56" column="33" selection-start-line="56" selection-start-column="10" selection-end-line="56" selection-end-column="33" />
- <folding>
- <element signature="e#271#295#0" expanded="true" />
- </folding>
- </state>
- </provider>
- </entry>
- <entry file="file://$PROJECT_DIR$/PPML/PPVFDT/PPVFDT_Classifier.cpp">
+ <entry file="file://$PROJECT_DIR$/CONFIG/DAPPLE.config">
<provider selected="true" editor-type-id="text-editor">
- <state relative-caret-position="1980">
- <caret line="222" column="35" selection-start-line="222" selection-start-column="25" selection-end-line="222" selection-end-column="35" />
- <folding>
- <element signature="e#1018#2608#0" />
- <element signature="e#2610#2987#0" />
- </folding>
+ <state relative-caret-position="120">
+ <caret line="8" column="26" selection-start-line="8" selection-start-column="26" selection-end-line="8" selection-end-column="26" />
</state>
</provider>
</entry>
- <entry file="file://$PROJECT_DIR$/CONFIG/DAPPLE.config">
+ <entry file="file://$PROJECT_DIR$/EXP/TESTSLRTuning-2019-05-04-21:36:37-Stats.csv">
<provider selected="true" editor-type-id="text-editor">
- <state relative-caret-position="480">
- <caret line="32" column="19" lean-forward="true" selection-start-line="32" selection-start-column="19" selection-end-line="32" selection-end-column="19" />
+ <state relative-caret-position="15">
+ <caret line="1" selection-start-line="1" selection-end-line="1" selection-end-column="14" />
</state>
</provider>
</entry>
diff --git a/CONFIG/DAPPLE.config b/CONFIG/DAPPLE.config
index 50a2330df3b1560ee50e8b49406373700113cc4c..89790505eb0918bb1062b66422c68870e90ef9f7 100755
--- a/CONFIG/DAPPLE.config
+++ b/CONFIG/DAPPLE.config
@@ -2,26 +2,26 @@
perf{
testBuildingBlocks="false";
PrivacyPreservation="true";
- MLAlgorithm="vfdt";
+ MLAlgorithm="lr";
runs_number ="1";
- thread_number="14";
+ thread_number="1";
remoteClient="false";
- Incremental="true";
- OutputPath="/home/rania/CLionProjects/DAPPLE-2.0/EXP/TESTS/";
- scenarioName ="threads";
- debug="true";
+ Incremental="false";
+ OutputPath="/home/rania/CLionProjects/DAPPLE-2.0/EXP/TESTS";
+ scenarioName ="LRTuning";
+ debug="false";
maxTrainSize="100";
- maxTestSize="50";
+ maxTestSize="400";
}
# The dataset configuration parameters
dataset{
mainPath = "/home/rania/CLionProjects/DAPPLE-2.0/";
- path="/home/rania/CLionProjects/DAPPLE-2.0/DATA/Datasets/Adult/";
- clearPath= "//home/rania/CLionProjects/DAPPLE-2.0/DATA/Datasets/Adult/";
+ path="/home/rania/CLionProjects/DAPPLE-2.0/DATA/Datasets/Edin/";
+ clearPath= "/home/rania/CLionProjects/DAPPLE-2.0/DATA/Datasets/Edin/";
chunk_prefix="DO";
class_number="2";
- dimension="15";
+ dimension="10";
chunk_number="16";
}
@@ -30,7 +30,7 @@
delta="0.000001";
tau="1";
grace="50";
- max_depth="7";
+ max_depth="2";
threshold_number="2";
maxNodes="45";
}
@@ -48,7 +48,6 @@
encryptData="true";
}
-
# Naive Bayes parameters
nb{
LaplaceConstant="1";
@@ -57,9 +56,9 @@
#LR parameters
lr{
- alpha="10";
- LRTH="0.5";
- batchSize="5";
+ alpha="40";
+ LRTH="0.56";
+ batchSize="40";
epochs="1";
}
diff --git a/DATA/Datasets/Bank/DO_1.data b/DATA/Datasets/Bank/DO_1.data
index 5dfbde4cef75fa8f4e9c46705cc7bd3d52a5bf37..538242740cf5c478845de0039f27762051371e7b 100644
--- a/DATA/Datasets/Bank/DO_1.data
+++ b/DATA/Datasets/Bank/DO_1.data
@@ -1,100 +1,2000 @@
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diff --git a/DATA/Datasets/Bank/DO_10.data b/DATA/Datasets/Bank/DO_10.data
index cc8e2734a275529bbff5dedb8c5289a3917a28cb..afcb4fde2235252a6cc33c9fe647c0b956366067 100644
--- a/DATA/Datasets/Bank/DO_10.data
+++ b/DATA/Datasets/Bank/DO_10.data
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diff --git a/DATA/Datasets/Bank/DO_11.data b/DATA/Datasets/Bank/DO_11.data
index 205c85d5cc639a6ac4b2e2f3e51d7ed791506f71..7090cab60235e8f5edcf438c564edf71fae5e01c 100644
--- a/DATA/Datasets/Bank/DO_11.data
+++ b/DATA/Datasets/Bank/DO_11.data
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diff --git a/DATA/Datasets/Bank/DO_12.data b/DATA/Datasets/Bank/DO_12.data
index e35383096456eb2f13ef5ac4c6ac0e49b6a2b034..8161f46caf2923ce3b3c048539800b24b4fdb950 100644
--- a/DATA/Datasets/Bank/DO_12.data
+++ b/DATA/Datasets/Bank/DO_12.data
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diff --git a/DATA/Datasets/Bank/DO_13.data b/DATA/Datasets/Bank/DO_13.data
index 38dee10ae8595f3927dbb189b78cc1c9ad210978..a666475f8d38eb2c79b4cb2f3fca24df1cf6c994 100644
--- a/DATA/Datasets/Bank/DO_13.data
+++ b/DATA/Datasets/Bank/DO_13.data
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diff --git a/DATA/Datasets/Bank/DO_14.data b/DATA/Datasets/Bank/DO_14.data
index 43d8ed25c23b3d62fd3a330b50bfa7588b101cdd..af72713f3df501246f98c8266461bf90c58f48a0 100644
--- a/DATA/Datasets/Bank/DO_14.data
+++ b/DATA/Datasets/Bank/DO_14.data
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diff --git a/DATA/Datasets/Bank/DO_15.data b/DATA/Datasets/Bank/DO_15.data
index 6f01ebb4b59843b5f63fdb87baaafbd80536dfe0..8e932cd1a0eacd76fbed0b578a40092ff98de24f 100644
--- a/DATA/Datasets/Bank/DO_15.data
+++ b/DATA/Datasets/Bank/DO_15.data
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diff --git a/DATA/Datasets/Bank/DO_16.data b/DATA/Datasets/Bank/DO_16.data
index 47876f42f8ae5a595fbf6305b50b2f486fd02807..ec15361f2c6f1d69101da7ae10e1412e1b31aee0 100644
--- a/DATA/Datasets/Bank/DO_16.data
+++ b/DATA/Datasets/Bank/DO_16.data
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diff --git a/DATA/Datasets/Bank/DO_2.data b/DATA/Datasets/Bank/DO_2.data
index 24fba44dcfa91e03293062c9060affed6b0f9a52..1d95f416f2c16b03ecbba39cf421168d97586b30 100644
--- a/DATA/Datasets/Bank/DO_2.data
+++ b/DATA/Datasets/Bank/DO_2.data
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diff --git a/DATA/Datasets/Bank/DO_3.data b/DATA/Datasets/Bank/DO_3.data
deleted file mode 100644
index 33a9c5db37f780b3ee66e67f27935b7f45381e69..0000000000000000000000000000000000000000
--- a/DATA/Datasets/Bank/DO_3.data
+++ /dev/null
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diff --git a/DATA/Datasets/Bank/DO_4.data b/DATA/Datasets/Bank/DO_4.data
index 116e37e9bcead18c5d4bd88d4cda3e1e011c24db..bef50e7a6cc21377af73699609e11c9ab42795e6 100644
--- a/DATA/Datasets/Bank/DO_4.data
+++ b/DATA/Datasets/Bank/DO_4.data
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diff --git a/DATA/Datasets/Bank/DO_5.data b/DATA/Datasets/Bank/DO_5.data
index 2500a83b900549ba83b3772d7ec447da38168a12..5dd3b8fc0e1338504541e1cc5df1f54838d97314 100644
--- a/DATA/Datasets/Bank/DO_5.data
+++ b/DATA/Datasets/Bank/DO_5.data
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diff --git a/DATA/Datasets/Bank/DO_6.data b/DATA/Datasets/Bank/DO_6.data
index 84580a61c382d645310107a79c6f1e61eb93ce53..96faa8be69fbc73407954e108ec53095bae9ac2b 100644
--- a/DATA/Datasets/Bank/DO_6.data
+++ b/DATA/Datasets/Bank/DO_6.data
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diff --git a/DATA/Datasets/Bank/DO_7.data b/DATA/Datasets/Bank/DO_7.data
index e0d0ee0a83bd5323d297bc1afb2a71377ac95113..8d8095a2a309e331b9c538947077a3503e2f8907 100644
--- a/DATA/Datasets/Bank/DO_7.data
+++ b/DATA/Datasets/Bank/DO_7.data
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diff --git a/DATA/Datasets/Bank/DO_8.data b/DATA/Datasets/Bank/DO_8.data
index 5fa2f7941eaafa88624776f18c6edcc81284dd0f..4b95e7df62d895a748be42e05d346f7ccf51b798 100644
--- a/DATA/Datasets/Bank/DO_8.data
+++ b/DATA/Datasets/Bank/DO_8.data
@@ -1,100 +1,2000 @@
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diff --git a/DATA/Datasets/Bank/DO_9.data b/DATA/Datasets/Bank/DO_9.data
index 5d05eb30ff79efe2c8fa8f1b5663235d2d0b3c11..2ae48ef350bf6f81bdbe70ad1a6f2da4fe15b52f 100644
--- a/DATA/Datasets/Bank/DO_9.data
+++ b/DATA/Datasets/Bank/DO_9.data
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diff --git a/DATA/Datasets/Bank/dataClean.csv b/DATA/Datasets/Bank/dataClean.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55896f94195b23ceb7fd2384e4b57ef58580c185
--- /dev/null
+++ b/DATA/Datasets/Bank/dataClean.csv
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diff --git a/DATA/Datasets/Bank/result.data b/DATA/Datasets/Bank/result.data
index 28c70c5aeeaa22045138b21880026cc8c2051ef4..5d339ed7b1f5bf07fe1d5f07c26815302aa39152 100755
--- a/DATA/Datasets/Bank/result.data
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diff --git a/DATA/Datasets/Bank/testing.data b/DATA/Datasets/Bank/testing.data
index 07636124ffe5f32106dd1836d3e89ab63d1a5fce..400f59578488774f80decc2d27d48a623055b373 100755
--- a/DATA/Datasets/Bank/testing.data
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diff --git a/DATA/Datasets/Bank/training.data b/DATA/Datasets/Bank/training.data
index 6ebd0ae5fbf295f2de8e3d876822d9b731eacec1..35044d34012671f597d4199adc031f6b675f2bac 100755
--- a/DATA/Datasets/Bank/training.data
+++ b/DATA/Datasets/Bank/training.data
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diff --git a/DATA/Datasets/Edin/dataClean.csv b/DATA/Datasets/Edin/dataClean.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb53cb59ac3d8f9b9819641cd3a1549f65ab6fae
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diff --git a/DATA/Datasets/Bank/data-clean.csv b/DATA/Scripts/data-clean.txt
similarity index 100%
rename from DATA/Datasets/Bank/data-clean.csv
rename to DATA/Scripts/data-clean.txt
diff --git a/ML/LR/LR.cpp b/ML/LR/LR.cpp
index ee3eb3ff4c589522d5e7830b6b010c1abc251393..58a36fd077f0ad93b88e1318c1623aec477687c7 100644
--- a/ML/LR/LR.cpp
+++ b/ML/LR/LR.cpp
@@ -125,7 +125,7 @@ LR :: recvMsg(int sockfd, sockaddr_in cliaddr)
float LR::Sigmoid(float x) {
- cout << "The value of x is : " << x << endl;
+ //cout << "The value of x is : " << x << endl;
return 1.0/(1.0 +exp(-x));
}
@@ -312,6 +312,12 @@ void LR::train ()
}
counter = 0;
+ dt->test->clear();
+ dt->test->seekg(0);
+ dt->current_test_record=0;
+ dt->train->clear();
+ dt->train->seekg(0);
+ dt->current_train_record=0;
//cout << epochCpt << endl;
}
@@ -340,7 +346,7 @@ void LR::Test( ){
try {
record = dt->getTestRecord();
- record->print();
+ //record->print();
extTestBd += sizeof(int)*record->values.size();
}
@@ -365,6 +371,7 @@ void LR::Test( ){
std::chrono::duration<double, std::milli> duration = end - begin ;
this->testTime = duration.count(); //- removeTime;
+ cout << this->testTime << endl;
classOutput.close();
}
diff --git a/SER/dtpkc.ser b/SER/dtpkc.ser
index 846e1ea8ce095e3b2b491711fa008564cd8f4370..ba0e8e749b652ef51e9e8786c7f848146a9cfaf1 100644
--- a/SER/dtpkc.ser
+++ b/SER/dtpkc.ser
@@ -1,11 +1,11 @@
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diff --git a/Scripts/data-clean.csv b/Scripts/data-clean.csv
new file mode 100755
index 0000000000000000000000000000000000000000..98461e2148b47f2b692217669d2babf3a0f0caf2
--- /dev/null
+++ b/Scripts/data-clean.csv
@@ -0,0 +1,45212 @@
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diff --git a/TEST/main.cpp b/TEST/main.cpp
index 729457d0f8efdfa540c83e26a774d93caf9bc526..11a08d2fece123b8832e21b3c09f78cabd5296e5 100755
--- a/TEST/main.cpp
+++ b/TEST/main.cpp
@@ -655,6 +655,16 @@ int main (int argc, char **argv) {
}
}
+
+ evaluateAccuracy(clearPath, mainPath, OutputPath, classOutput, datasetReader->test_size, P,
+ R, F1);
+ cout << "F1 " << F1 << endl;
+
+ stats << std::to_string(classifier->trainTime).c_str() << "," << classifier->extTrainBd.get_str() <<
+ "," << std::to_string(classifier->testTime).c_str() << "," <<
+ std::to_string(classifier->clientTestTime).c_str() << "," <<
+ classifier->extTestBd.get_str() << "," << std::to_string(P).c_str() << "," <<
+ std::to_string(R).c_str() << "," << std::to_string(F1).c_str() << endl;
datasetReader->closeTraining();
datasetReader->closeTesting();
datasetReader->reinit();
@@ -1005,6 +1015,7 @@ int main (int argc, char **argv) {
evaluateAccuracy(clearPath, mainPath, OutputPath, classOutput, datasetReader->test_size, P,
R, F1);
+ cout << "F1 " << F1 << endl;
stats << std::to_string(classifier->trainTime).c_str() << "," << classifier->extTrainBd.get_str() <<
"," << std::to_string(classifier->testTime).c_str() << "," <<
diff --git a/cmake-build-debug/CMakeFiles/DAPPLE.dir/CXX.includecache b/cmake-build-debug/CMakeFiles/DAPPLE.dir/CXX.includecache
index a4615798a417db7b29cc83ef06d41490b0afbc7d..747cbc9ce1dac0a0986c61fb890c876ed6a334f0 100644
--- a/cmake-build-debug/CMakeFiles/DAPPLE.dir/CXX.includecache
+++ b/cmake-build-debug/CMakeFiles/DAPPLE.dir/CXX.includecache
@@ -44,10 +44,42 @@ DTPKC.h
vector
-
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalCmp.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+../UTIL/math_util.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/math_util.hh
+vector
+-
+
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDiv.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+
/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDiv100.h
DTPKC.h
/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDotProd.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalEntropy.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+../UTIL/math_util.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/math_util.hh
+
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalHBound.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+EvalDiv.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDiv.h
+
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalLrUpdate.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+
/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalMult.h
DTPKC.h
/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
@@ -64,6 +96,38 @@ EvalDiv100.h
../UTIL/math_util.hh
/home/rania/CLionProjects/DAPPLE-2.0/UTIL/math_util.hh
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalSigmoid.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+../UTIL/math_util.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/math_util.hh
+
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalStandardDiv.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+EvalDiv.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDiv.h
+EvalMult.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalMult.h
+EvalSub.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalSub.h
+
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalSub.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalSub2.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalThreashold.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+../UTIL/math_util.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/math_util.hh
+vector
+-
+
/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/SkeySwitch.h
DTPKC.h
/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
@@ -72,6 +136,168 @@ DTPKC.h
vector
-
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/Configuration.h
+namespace.h
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/namespace.h
+ConfigurationException.h
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/ConfigurationException.h
+StringBuffer.h
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/StringBuffer.h
+StringVector.h
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/StringVector.h
+stddef.h
+-
+
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/ConfigurationException.h
+namespace.h
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/namespace.h
+string.h
+-
+
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/StringBuffer.h
+namespace.h
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/namespace.h
+assert.h
+-
+
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/StringVector.h
+namespace.h
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/namespace.h
+StringBuffer.h
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/StringBuffer.h
+
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/namespace.h
+
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/DatasetReader.h
+fstream
+-
+stdio.h
+-
+string.h
+-
+vector
+-
+cstring
+-
+Record.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/Record.h
+../../UTIL/mpz_class.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/mpz_class.hh
+time.h
+-
+string
+-
+omp.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/omp.h
+
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/Record.h
+vector
+-
+iostream
+-
+
+/home/rania/CLionProjects/DAPPLE-2.0/ML/LR/LR.h
+string
+-
+fstream
+-
+vector
+-
+math.h
+-
+stdlib.h
+-
+iostream
+-
+string.h
+-
+netinet/in.h
+-
+../IO/Record.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/Record.h
+../IO/DatasetReader.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/DatasetReader.h
+chrono
+-
+
+/home/rania/CLionProjects/DAPPLE-2.0/ML/NB/NB_Classifier.h
+netinet/in.h
+-
+../IO/DatasetReader.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/DatasetReader.h
+../../UTIL/math_util.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/math_util.hh
+Stats.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/NB/Stats.h
+math.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/NB/math.h
+
+/home/rania/CLionProjects/DAPPLE-2.0/ML/NB/Stats.h
+iostream
+-
+map
+-
+iterator
+-
+../IO/Record.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/Record.h
+gmpxx.h
+-
+gmp.h
+-
+../../UTIL/util_gmp_rand.h
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/util_gmp_rand.h
+../../UTIL/num_th_alg.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/num_th_alg.hh
+../../UTIL/mpz_class.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/mpz_class.hh
+
+/home/rania/CLionProjects/DAPPLE-2.0/ML/VFDT/Node.h
+../IO/Record.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/Record.h
+NodeStats.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/VFDT/NodeStats.h
+NodeTest.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/VFDT/NodeTest.h
+
+/home/rania/CLionProjects/DAPPLE-2.0/ML/VFDT/NodeStats.h
+iostream
+-
+map
+-
+iterator
+-
+../IO/Record.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/Record.h
+gmpxx.h
+-
+gmp.h
+-
+../../UTIL/util_gmp_rand.h
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/util_gmp_rand.h
+../../UTIL/num_th_alg.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/num_th_alg.hh
+../../UTIL/mpz_class.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/mpz_class.hh
+
+/home/rania/CLionProjects/DAPPLE-2.0/ML/VFDT/NodeTest.h
+map
+-
+../IO/Record.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/Record.h
+
+/home/rania/CLionProjects/DAPPLE-2.0/ML/VFDT/VFDT_Classifier.h
+netinet/in.h
+-
+../IO/DatasetReader.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/DatasetReader.h
+Node.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/VFDT/Node.h
+../../UTIL/math_util.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/math_util.hh
+math.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/VFDT/math.h
+
/home/rania/CLionProjects/DAPPLE-2.0/PPML/IO/PPDatasetReader.h
PPRecord.h
/home/rania/CLionProjects/DAPPLE-2.0/PPML/IO/PPRecord.h
@@ -96,11 +322,21 @@ iostream
../../CRYPTO/DTPKC.h
/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
-/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPNB/PPNB_Classifier.cpp
-chrono
--
-PPNB_Classifier.h
-/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPNB/PPNB_Classifier.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPLR/PPLR_Classifier.h
+../IO/PPDatasetReader.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/IO/PPDatasetReader.h
+../../UTIL/math_util.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/math_util.hh
+../../CRYPTO/EvalSigmoid.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalSigmoid.h
+../../CRYPTO/EvalDotProd.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDotProd.h
+../../CRYPTO/EvalLrUpdate.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalLrUpdate.h
+../../CRYPTO/EvalSub2.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalSub2.h
+math.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPLR/math.h
/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPNB/PPNB_Classifier.h
../IO/PPDatasetReader.h
@@ -144,15 +380,13 @@ omp.h
../../CRYPTO/EvalProba.h
/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalProba.h
-/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/PPNodeStats.cpp
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/PPNode.h
+../IO/PPRecord.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/IO/PPRecord.h
PPNodeStats.h
/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/PPNodeStats.h
-map
--
-math.h
-/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/math.h
-omp.h
-/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/omp.h
+PPNodeTest.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/PPNodeTest.h
/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/PPNodeStats.h
iostream
@@ -180,6 +414,122 @@ gmp.h
../../CRYPTO/EvalAddPow2.h
/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalAddPow2.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/PPNodeTest.h
+map
+-
+../IO/PPRecord.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/IO/PPRecord.h
+../../CRYPTO/EvalCmp.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalCmp.h
+
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/PPVFDT_Classifier.h
+netinet/in.h
+-
+../IO/PPDatasetReader.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/IO/PPDatasetReader.h
+PPNode.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/PPNode.h
+../../UTIL/math_util.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/math_util.hh
+math.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/math.h
+../../CRYPTO/DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+../../CRYPTO/EvalEntropy.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalEntropy.h
+../../CRYPTO/EvalHBound.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalHBound.h
+../../CRYPTO/EvalMult.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalMult.h
+../../CRYPTO/EvalAddPow2.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalAddPow2.h
+../../CRYPTO/EvalStandardDiv.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalStandardDiv.h
+../../CRYPTO/EvalDiv.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDiv.h
+../../CRYPTO/EvalDiv100.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDiv100.h
+../../CRYPTO/EvalAdd.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalAdd.h
+../../CRYPTO/EvalSub.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalSub.h
+../../CRYPTO/EvalThreashold.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalThreashold.h
+
+/home/rania/CLionProjects/DAPPLE-2.0/TEST/TESTBuildingBlocks.h
+iostream
+-
+../CRYPTO/DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+../CRYPTO/EvalAdd.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalAdd.h
+../CRYPTO/EvalSub.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalSub.h
+../CRYPTO/EvalDiv.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDiv.h
+../CRYPTO/EvalDiv100.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDiv100.h
+../CRYPTO/EvalEntropy.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalEntropy.h
+../CRYPTO/EvalProba.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalProba.h
+../CRYPTO/EvalHBound.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalHBound.h
+../CRYPTO/SkeySwitch.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/SkeySwitch.h
+../CRYPTO/EvalCmp.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalCmp.h
+../CRYPTO/EvalMult.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalMult.h
+../CRYPTO/EvalAddPow2.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalAddPow2.h
+../CRYPTO/EvalStandardDiv.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalStandardDiv.h
+../CRYPTO/EvalSigmoid.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalSigmoid.h
+../CRYPTO/EvalDotProd.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDotProd.h
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+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/mpz_class.hh
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+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/num_th_alg.hh
+
+/home/rania/CLionProjects/DAPPLE-2.0/TEST/main.cpp
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+../ML/LR/LR.h
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+mcheck.h
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+
/home/rania/CLionProjects/DAPPLE-2.0/UTIL/math_util.hh
vector
-