diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index 5bd9362c0bd0815869c087ed62eac4f936c6256e..9bdd60dcfb655d5e604248508889d56be94e773f 100755
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -11,27 +11,12 @@
</configurations>
</component>
<component name="ChangeListManager">
- <list default="true" id="2624f523-8bdb-4867-a32b-0c8fa25f5cda" name="Default" comment="updated testing script for PPLR">
- <change afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_1.data" afterDir="false" />
- <change afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_10.data" afterDir="false" />
- <change afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_11.data" afterDir="false" />
- <change afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_12.data" afterDir="false" />
- <change afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_13.data" afterDir="false" />
- <change afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_14.data" afterDir="false" />
- <change afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_15.data" afterDir="false" />
- <change afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_16.data" afterDir="false" />
- <change afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_2.data" afterDir="false" />
- <change afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_3.data" afterDir="false" />
- <change afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_4.data" afterDir="false" />
- <change afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_5.data" afterDir="false" />
- <change afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_6.data" afterDir="false" />
- <change afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_7.data" afterDir="false" />
- <change afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_8.data" afterDir="false" />
- <change afterPath="$PROJECT_DIR$/DATA/Datasets/Bank/DO_9.data" afterDir="false" />
+ <list default="true" id="2624f523-8bdb-4867-a32b-0c8fa25f5cda" name="Default" comment="Added the bank dataset files">
<change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
<change beforePath="$PROJECT_DIR$/CONFIG/DAPPLE.config" beforeDir="false" afterPath="$PROJECT_DIR$/CONFIG/DAPPLE.config" afterDir="false" />
+ <change beforePath="$PROJECT_DIR$/PPML/PPNB/PPNB_Classifier.cpp" beforeDir="false" afterPath="$PROJECT_DIR$/PPML/PPNB/PPNB_Classifier.cpp" afterDir="false" />
+ <change beforePath="$PROJECT_DIR$/PPML/PPVFDT/PPNodeStats.cpp" beforeDir="false" afterPath="$PROJECT_DIR$/PPML/PPVFDT/PPNodeStats.cpp" afterDir="false" />
<change beforePath="$PROJECT_DIR$/SER/dtpkc.ser" beforeDir="false" afterPath="$PROJECT_DIR$/SER/dtpkc.ser" afterDir="false" />
- <change beforePath="$PROJECT_DIR$/TEST/main.cpp" beforeDir="false" afterPath="$PROJECT_DIR$/TEST/main.cpp" afterDir="false" />
<change beforePath="$PROJECT_DIR$/cmake-build-debug/CMakeFiles/DAPPLE.dir/CXX.includecache" beforeDir="false" afterPath="$PROJECT_DIR$/cmake-build-debug/CMakeFiles/DAPPLE.dir/CXX.includecache" afterDir="false" />
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<ignored path="$PROJECT_DIR$/cmake-build-debug/" />
@@ -47,74 +32,77 @@
</component>
<component name="FileEditorManager">
<leaf SIDE_TABS_SIZE_LIMIT_KEY="300">
- <file pinned="false" current-in-tab="false">
+ <file pinned="false" current-in-tab="true">
<entry file="file://$PROJECT_DIR$/CONFIG/DAPPLE.config">
<provider selected="true" editor-type-id="text-editor">
- <state relative-caret-position="120">
- <caret line="8" column="24" selection-start-line="8" selection-start-column="24" selection-end-line="8" selection-end-column="24" />
+ <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>
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</entry>
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<file pinned="false" current-in-tab="false">
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- <provider selected="true" editor-type-id="text-editor" />
- </entry>
- </file>
- <file pinned="false" current-in-tab="true">
- <entry file="file://$PROJECT_DIR$/DATA/Datasets/Bank/DO_2.data">
+ <entry file="file://$PROJECT_DIR$/PPML/IO/PPRecord.h">
<provider selected="true" editor-type-id="text-editor">
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+ <state relative-caret-position="-427" />
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</entry>
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<file pinned="false" current-in-tab="false">
- <entry file="file://$PROJECT_DIR$/EXP/DEBUG-LR/LetsSeeHowItworks-2019-04-28-15:00:40-Stats.csv">
+ <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>
</file>
<file pinned="false" current-in-tab="false">
- <entry file="file://$PROJECT_DIR$/Scripts/TestPPNB.sh">
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- <caret line="28" column="6" selection-start-line="28" selection-end-line="34" selection-end-column="4" />
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+ <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>
</file>
<file pinned="false" current-in-tab="false">
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+ <entry file="file://$PROJECT_DIR$/EXP/DEBUG-LR/LetsSeeHowItworks-2019-04-16-14:52:40-Stats.csv">
+ <provider selected="true" editor-type-id="text-editor" />
</entry>
</file>
<file pinned="false" current-in-tab="false">
- <entry file="file://$PROJECT_DIR$/EXP/DEBUG-LR/LetsSeeHowItworks-2019-04-24-14:50:12-Stats.csv">
+ <entry file="file://$PROJECT_DIR$/EXP/DEBUG-LR/LetsSeeHowItworks-2019-04-28-15:03:43-Config.txt">
<provider selected="true" editor-type-id="text-editor" />
</entry>
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- <provider selected="true" editor-type-id="text-editor" />
+ <entry file="file://$PROJECT_DIR$/PPML/PPVFDT/PPVFDT_Classifier.cpp">
+ <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" />
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+ </state>
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</entry>
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<file pinned="false" current-in-tab="false">
- <entry file="file://$PROJECT_DIR$/EXP/DEBUG-LR/LetsSeeHowItworks-2019-04-16-15:02:48-Stats.csv">
+ <entry file="file://$PROJECT_DIR$/PPML/PPVFDT/PPNodeStats.h">
<provider selected="true" editor-type-id="text-editor">
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- <caret line="18" selection-end-line="18" />
+ <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>
</provider>
</entry>
</file>
<file pinned="false" current-in-tab="false">
- <entry file="file://$PROJECT_DIR$/Scripts/TestPPLR1.sh">
+ <entry file="file://$PROJECT_DIR$/PPML/PPVFDT/PPNode.cpp">
+ <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">
<provider selected="true" editor-type-id="text-editor">
- <state relative-caret-position="225">
- <caret line="15" column="5" selection-start-line="15" selection-start-column="5" selection-end-line="15" selection-end-column="5" />
+ <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>
@@ -123,17 +111,6 @@
</component>
<component name="FindInProjectRecents">
<findStrings>
- <find>,</find>
- <find>getT</find>
- <find>clos</find>
- <find>sub</find>
- <find>Proba</find>
- <find>predic</find>
- <find>Sdec</find>
- <find>tmp</find>
- <find>200</find>
- <find>chunk</find>
- <find>chun</find>
<find>shuff</find>
<find>Test</find>
<find>epochs</find>
@@ -149,10 +126,21 @@
<find>mini</find>
<find>shuffle</find>
<find>pargma</find>
- <find>pragma</find>
- <find>pra</find>
<find>if (in</find>
<find>increm</find>
+ <find>ini</find>
+ <find>initia</find>
+ <find>UPdateC</find>
+ <find>UpdateC</find>
+ <find>pra</find>
+ <find>pr</find>
+ <find>for</find>
+ <find>split</find>
+ <find>splitNode</find>
+ <find>pragma</find>
+ <find>incrementClass</find>
+ <find>incrementClassOccurence</find>
+ <find>UpdateNode</find>
</findStrings>
<replaceStrings>
<replace>EvalCmp100</replace>
@@ -173,11 +161,9 @@
<component name="IdeDocumentHistory">
<option name="CHANGED_PATHS">
<list>
- <option value="$PROJECT_DIR$/CRYPTO/EvalStandardDiv.cpp" />
<option value="$PROJECT_DIR$/CRYPTO/SkeySwitch.cpp" />
<option value="$PROJECT_DIR$/PPML/EVAL/EvaluateClassification.py" />
<option value="$PROJECT_DIR$/CRYPTO/EvalCmp100.h" />
- <option value="$PROJECT_DIR$/PPML/PPVFDT/PPNodeStats.cpp" />
<option value="$PROJECT_DIR$/CRYPTO/EvalThreashold.cpp" />
<option value="$PROJECT_DIR$/ML/VFDT/NodeTest.h" />
<option value="$PROJECT_DIR$/ML/VFDT/NodeTest.cpp" />
@@ -223,6 +209,8 @@
<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="$PROJECT_DIR$/CONFIG/DAPPLE.config" />
</list>
</option>
@@ -255,30 +243,18 @@
<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="Bank" 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="Scripts" type="462c0819:PsiDirectoryNode" />
+ <item name="PPML" 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" />
+ <item name="PPML" type="462c0819:PsiDirectoryNode" />
+ <item name="PPVFDT" type="462c0819:PsiDirectoryNode" />
</path>
</expand>
<select />
@@ -395,14 +371,7 @@
<workItem from="1555104532157" duration="2946000" />
<workItem from="1555319699043" duration="18936000" />
<workItem from="1555420492797" duration="9561000" />
- <workItem from="1556117036167" duration="7091000" />
- </task>
- <task id="LOCAL-00015" summary="12/11/2018 : Started cleaning data">
- <created>1542047660186</created>
- <option name="number" value="00015" />
- <option name="presentableId" value="LOCAL-00015" />
- <option name="project" value="LOCAL" />
- <updated>1542047660187</updated>
+ <workItem from="1556117036167" duration="12087000" />
</task>
<task id="LOCAL-00016" summary="12/11/2018 : Reading data almost done but not tested">
<created>1542132405423</created>
@@ -740,11 +709,18 @@
<option name="project" value="LOCAL" />
<updated>1555426793914</updated>
</task>
- <option name="localTasksCounter" value="64" />
+ <task id="LOCAL-00064" summary="Added the bank dataset files">
+ <created>1556463951669</created>
+ <option name="number" value="00064" />
+ <option name="presentableId" value="LOCAL-00064" />
+ <option name="project" value="LOCAL" />
+ <updated>1556463951680</updated>
+ </task>
+ <option name="localTasksCounter" value="65" />
<servers />
</component>
<component name="TimeTrackingManager">
- <option name="totallyTimeSpent" value="817723000" />
+ <option name="totallyTimeSpent" value="822719000" />
</component>
<component name="TodoView">
<todo-panel id="selected-file">
@@ -829,7 +805,6 @@
<component name="VcsManagerConfiguration">
<option name="CHECK_CODE_SMELLS_BEFORE_PROJECT_COMMIT" value="false" />
<option name="CHECK_NEW_TODO" value="false" />
- <MESSAGE value="26/11/2018 : CryptoDatasetReader + SKeySwitch works just fine !!" />
<MESSAGE value="26/11/2018 : Very rought implementation of PPVFDT, still need extra building blocks : multiplication, sum pow 2, stadard div and infoGain computtaion, review all code before even thinking of compiling !!!!!" />
<MESSAGE value="27/11/2018 : PPVFDT still needs tweeking :'(" />
<MESSAGE value="28/11/2018 : Code cleansing almost done" />
@@ -854,7 +829,8 @@
<MESSAGE value="Working version of logistic regression" />
<MESSAGE value="Working version of logistic regression + Added testing scripts" />
<MESSAGE value="updated testing script for PPLR" />
- <option name="LAST_COMMIT_MESSAGE" value="updated testing script for PPLR" />
+ <MESSAGE value="Added the bank dataset files" />
+ <option name="LAST_COMMIT_MESSAGE" value="Added the bank dataset files" />
</component>
<component name="XDebuggerManager">
<breakpoint-manager>
@@ -1409,58 +1385,6 @@
</watches-manager>
</component>
<component name="editorHistoryManager">
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- <provider selected="true" editor-type-id="text-editor" />
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- <entry file="file://$PROJECT_DIR$/Scripts/TestPPLR2.sh">
- <provider selected="true" editor-type-id="text-editor">
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- <caret line="3" selection-start-line="3" selection-end-line="22" />
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- <entry file="file://$PROJECT_DIR$/EXP/DEBUG-LR/LetsSeeHowItworks-2019-04-12-21:50:30-Stats.csv">
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- <entry file="file://$PROJECT_DIR$/EXP/DebugPPNB/Cipher-2019-03-29-08:52:10-Config.txt">
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- <provider selected="true" editor-type-id="text-editor" />
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- <provider selected="true" editor-type-id="text-editor" />
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- <entry file="file://$PROJECT_DIR$/EXP/DEBUG-LR/LetsSeeHowItworks-2019-04-15-11:47:46-Stats.csv">
- <provider selected="true" editor-type-id="text-editor" />
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- <entry file="file://$PROJECT_DIR$/EXP/DEBUG-LR/LetsSeeHowItworks-2019-04-15-11:48:35-Stats.csv">
- <provider selected="true" editor-type-id="text-editor" />
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- <entry file="file://$PROJECT_DIR$/EXP/DEBUG-LR/LetsSeeHowItworks-2019-04-15-11:50:06-Stats.csv">
- <provider selected="true" editor-type-id="text-editor" />
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<entry file="file://$PROJECT_DIR$/EXP/DEBUG-LR/Cipher-2019-04-03-13:48:10-Stats.csv">
<provider selected="true" editor-type-id="text-editor" />
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@@ -1575,13 +1499,6 @@
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<entry file="file://$PROJECT_DIR$/PPML/PPLR/PPLR_Classifier.cpp">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="1200">
@@ -1649,19 +1566,92 @@
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<provider selected="true" editor-type-id="text-editor" />
</entry>
- <entry file="file://$PROJECT_DIR$/CONFIG/DAPPLE.config">
+ <entry file="file://$PROJECT_DIR$/EXP/DEBUG-LR/LetsSeeHowItworks-2019-04-28-15:03:43-Stats.csv">
+ <provider selected="true" editor-type-id="text-editor" />
+ </entry>
+ <entry file="file://$PROJECT_DIR$/DATA/Datasets/Bank/DO_2.data">
<provider selected="true" editor-type-id="text-editor">
- <state relative-caret-position="120">
- <caret line="8" column="24" selection-start-line="8" selection-start-column="24" selection-end-line="8" selection-end-column="24" />
+ <state relative-caret-position="123">
+ <caret line="82" lean-forward="true" selection-start-line="82" selection-end-line="82" />
</state>
</provider>
</entry>
- <entry file="file://$PROJECT_DIR$/EXP/DEBUG-LR/LetsSeeHowItworks-2019-04-28-15:03:43-Stats.csv">
+ <entry file="file://$PROJECT_DIR$/EXP/DebugPPNB/Cipher-2019-04-03-10:50:29-Stats.csv">
<provider selected="true" editor-type-id="text-editor" />
</entry>
- <entry file="file://$PROJECT_DIR$/DATA/Datasets/Bank/DO_2.data">
+ <entry file="file://$PROJECT_DIR$/EXP/DebugPPNB/Cipher-2019-03-28-16:48:01-Config.txt">
+ <provider selected="true" editor-type-id="text-editor">
+ <state relative-caret-position="360">
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+ <entry file="file://$PROJECT_DIR$/PPML/PPNB/PPNB_Classifier.cpp">
+ <provider selected="true" editor-type-id="text-editor">
+ <state relative-caret-position="225">
+ <caret line="15" column="32" selection-start-line="15" selection-start-column="28" selection-end-line="15" selection-end-column="32" />
+ <folding>
+ <element signature="e#0#17#0" expanded="true" />
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+ </entry>
+ <entry file="file://$PROJECT_DIR$/PPML/IO/PPDatasetReader.cpp">
+ <provider selected="true" editor-type-id="text-editor" />
+ </entry>
+ <entry file="file://$PROJECT_DIR$/PPML/IO/PPRecord.h">
<provider selected="true" editor-type-id="text-editor">
- <state relative-caret-position="-1107" />
+ <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">
+ <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">
+ <provider selected="true" editor-type-id="text-editor" />
+ </entry>
+ <entry file="file://$PROJECT_DIR$/PPML/PPVFDT/PPNode.cpp">
+ <provider selected="true" editor-type-id="text-editor" />
+ </entry>
+ <entry file="file://$PROJECT_DIR$/PPML/PPVFDT/PPNodeStats.h">
+ <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>
+ </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">
+ <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>
+ </provider>
+ </entry>
+ <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" />
+ </state>
</provider>
</entry>
</component>
diff --git a/CONFIG/DAPPLE.config b/CONFIG/DAPPLE.config
index 4886ad895ebe7f47b4a51eac108a822ddedf2714..50a2330df3b1560ee50e8b49406373700113cc4c 100755
--- a/CONFIG/DAPPLE.config
+++ b/CONFIG/DAPPLE.config
@@ -1,27 +1,27 @@
# Experiments parameters
perf{
testBuildingBlocks="false";
- PrivacyPreservation="false";
+ PrivacyPreservation="true";
MLAlgorithm="vfdt";
runs_number ="1";
thread_number="14";
remoteClient="false";
- Incremental="false";
- OutputPath="/home/rania/CLionProjects/DAPPLE-2.0/EXP/DEBUG-LR/";
- scenarioName ="LetsSeeHowItworks";
+ Incremental="true";
+ OutputPath="/home/rania/CLionProjects/DAPPLE-2.0/EXP/TESTS/";
+ scenarioName ="threads";
debug="true";
maxTrainSize="100";
- maxTestSize="400";
+ maxTestSize="50";
}
# The dataset configuration parameters
dataset{
mainPath = "/home/rania/CLionProjects/DAPPLE-2.0/";
- path="/home/rania/CLionProjects/DAPPLE-2.0/DATA/Datasets/Bank/";
- clearPath= "/home/rania/CLionProjects/DAPPLE-2.0/DATA/Datasets/Bank/";
+ path="/home/rania/CLionProjects/DAPPLE-2.0/DATA/Datasets/Adult/";
+ clearPath= "//home/rania/CLionProjects/DAPPLE-2.0/DATA/Datasets/Adult/";
chunk_prefix="DO";
class_number="2";
- dimension="17";
+ dimension="15";
chunk_number="16";
}
@@ -30,9 +30,9 @@
delta="0.000001";
tau="1";
grace="50";
- max_depth="5";
+ max_depth="7";
threshold_number="2";
- maxNodes="11";
+ maxNodes="45";
}
# DTPKC parameters
@@ -48,6 +48,7 @@
encryptData="true";
}
+
# Naive Bayes parameters
nb{
LaplaceConstant="1";
diff --git a/PPML/PPNB/PPNB_Classifier.cpp b/PPML/PPNB/PPNB_Classifier.cpp
index 890833d3ecb01250d9292b108d2a62cc022e6b22..7eb71ee3650c13f9ec35cc61a0cd7660e7142746 100755
--- a/PPML/PPNB/PPNB_Classifier.cpp
+++ b/PPML/PPNB/PPNB_Classifier.cpp
@@ -143,10 +143,8 @@ double PPNB_Classifier::train() {
Cipher classAtt;
if (debug) cout << "size : " << size << endl;
-
extTrainBd = 0;
auto begin = chrono::high_resolution_clock::now();
-
while (counter < size) {
try {
record = datasetReader->getTrainRecord();
@@ -235,7 +233,6 @@ void PPNB_Classifier::Test() {
std::chrono::duration<double, std::milli> duration = end - begin ;
this->testTime = duration.count();
inter.close();
- //classOutput.close();
std::ifstream *In;
string line, res="";
diff --git a/PPML/PPVFDT/PPNodeStats.cpp b/PPML/PPVFDT/PPNodeStats.cpp
index d0dda2e6c08ba557552514283c933709f2ac440f..c098009589759a7ceb98d7d3d2b6d3cb7f67e51d 100755
--- a/PPML/PPVFDT/PPNodeStats.cpp
+++ b/PPML/PPVFDT/PPNodeStats.cpp
@@ -124,7 +124,7 @@ void PPNodeStats::incrementClassOccurence(PPRecord * r )
if(this->mostFrequentClass != r->values[classAtt])
diffClass= true;
- // #pragma omp parallel for schedule(dynamic)
+ #pragma omp parallel for schedule(dynamic)
for(int i=0; i< r->values.size(); i++) {
std::map<int, Cipher>::iterator iter2;
iter2 = this->sumOfSquares.find(i);
diff --git a/SER/dtpkc.ser b/SER/dtpkc.ser
index b5fa7d5df3c2a83113ab078da4e21b05506afe0f..846e1ea8ce095e3b2b491711fa008564cd8f4370 100644
--- a/SER/dtpkc.ser
+++ b/SER/dtpkc.ser
@@ -1,11 +1,11 @@
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diff --git a/cmake-build-debug/CMakeFiles/DAPPLE.dir/CXX.includecache b/cmake-build-debug/CMakeFiles/DAPPLE.dir/CXX.includecache
index 747cbc9ce1dac0a0986c61fb890c876ed6a334f0..a4615798a417db7b29cc83ef06d41490b0afbc7d 100644
--- a/cmake-build-debug/CMakeFiles/DAPPLE.dir/CXX.includecache
+++ b/cmake-build-debug/CMakeFiles/DAPPLE.dir/CXX.includecache
@@ -44,42 +44,10 @@ 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
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-
-/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalLrUpdate.h
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/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalMult.h
DTPKC.h
/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
@@ -96,38 +64,6 @@ 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
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--
-
/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/SkeySwitch.h
DTPKC.h
/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
@@ -136,168 +72,6 @@ DTPKC.h
vector
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-/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/ConfigurationException.h
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-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
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--
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-/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/StringBuffer.h
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--
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-/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/StringVector.h
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-/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/DatasetReader.h
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-/home/rania/CLionProjects/DAPPLE-2.0/ML/LR/LR.h
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-/home/rania/CLionProjects/DAPPLE-2.0/ML/NB/NB_Classifier.h
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--
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-/home/rania/CLionProjects/DAPPLE-2.0/ML/NB/Stats.h
-iostream
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-map
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-iterator
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-../IO/Record.h
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-gmpxx.h
--
-gmp.h
--
-../../UTIL/util_gmp_rand.h
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-../../UTIL/num_th_alg.hh
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-/home/rania/CLionProjects/DAPPLE-2.0/ML/VFDT/Node.h
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-/home/rania/CLionProjects/DAPPLE-2.0/ML/VFDT/NodeStats.h
-iostream
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--
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-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
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-/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
@@ -322,21 +96,11 @@ iostream
../../CRYPTO/DTPKC.h
/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.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.cpp
+chrono
+-
+PPNB_Classifier.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPNB/PPNB_Classifier.h
/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPNB/PPNB_Classifier.h
../IO/PPDatasetReader.h
@@ -380,13 +144,15 @@ omp.h
../../CRYPTO/EvalProba.h
/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalProba.h
-/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/PPNode.h
-../IO/PPRecord.h
-/home/rania/CLionProjects/DAPPLE-2.0/PPML/IO/PPRecord.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/PPNodeStats.cpp
PPNodeStats.h
/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/PPNodeStats.h
-PPNodeTest.h
-/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/PPNodeTest.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
/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/PPNodeStats.h
iostream
@@ -414,122 +180,6 @@ 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
--
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-../../CRYPTO/EvalCmp.h
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-
-/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/PPVFDT_Classifier.h
-netinet/in.h
--
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-/home/rania/CLionProjects/DAPPLE-2.0/PPML/IO/PPDatasetReader.h
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-
-/home/rania/CLionProjects/DAPPLE-2.0/TEST/TESTBuildingBlocks.h
-iostream
--
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/home/rania/CLionProjects/DAPPLE-2.0/UTIL/math_util.hh
vector
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