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Commit 67ed325e authored by rtalbi's avatar rtalbi
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Added a new dataset to compare with state of the art

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.idea/workspace.xml
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CONFIG/DAPPLE.config
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...@@ -2,26 +2,26 @@ ...@@ -2,26 +2,26 @@
perf{ perf{
testBuildingBlocks="false"; testBuildingBlocks="false";
PrivacyPreservation="true"; PrivacyPreservation="true";
MLAlgorithm="vfdt"; MLAlgorithm="lr";
runs_number ="1"; runs_number ="1";
thread_number="14"; thread_number="1";
remoteClient="false"; remoteClient="false";
Incremental="true"; Incremental="false";
OutputPath="/home/rania/CLionProjects/DAPPLE-2.0/EXP/TESTS/"; OutputPath="/home/rania/CLionProjects/DAPPLE-2.0/EXP/TESTS";
scenarioName ="threads"; scenarioName ="LRTuning";
debug="true"; debug="false";
maxTrainSize="100"; maxTrainSize="100";
maxTestSize="50"; maxTestSize="400";
} }
# The dataset configuration parameters # The dataset configuration parameters
dataset{ dataset{
mainPath = "/home/rania/CLionProjects/DAPPLE-2.0/"; mainPath = "/home/rania/CLionProjects/DAPPLE-2.0/";
path="/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/Adult/"; clearPath= "/home/rania/CLionProjects/DAPPLE-2.0/DATA/Datasets/Edin/";
chunk_prefix="DO"; chunk_prefix="DO";
class_number="2"; class_number="2";
dimension="15"; dimension="10";
chunk_number="16"; chunk_number="16";
} }
...@@ -30,7 +30,7 @@ ...@@ -30,7 +30,7 @@
delta="0.000001"; delta="0.000001";
tau="1"; tau="1";
grace="50"; grace="50";
max_depth="7"; max_depth="2";
threshold_number="2"; threshold_number="2";
maxNodes="45"; maxNodes="45";
} }
...@@ -48,7 +48,6 @@ ...@@ -48,7 +48,6 @@
encryptData="true"; encryptData="true";
} }
# Naive Bayes parameters # Naive Bayes parameters
nb{ nb{
LaplaceConstant="1"; LaplaceConstant="1";
...@@ -57,9 +56,9 @@ ...@@ -57,9 +56,9 @@
#LR parameters #LR parameters
lr{ lr{
alpha="10"; alpha="40";
LRTH="0.5"; LRTH="0.56";
batchSize="5"; batchSize="40";
epochs="1"; epochs="1";
} }
......
DATA/Datasets/Bank/DO_1.data
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DATA/Datasets/Bank/DO_3.data deleted 100644 → 0
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