Skip to content
Snippets Groups Projects
Commit 6703e5e3 authored by rtalbi's avatar rtalbi
Browse files

New results

parent ab8cdbc0
No related branches found
No related tags found
No related merge requests found
Showing
with 3384 additions and 0 deletions
0
1
1
1
1
1
1
1
1
1
0
1
0
1
1
1
1
1
1
1
1
1
1
0
1
1
1
1
1
0
1
1
1
1
1
1
1
0
1
4
1
4
1
1
1
1
1
1
0
1
1
0
0
1
1
0
0
0
0
1
1
1
0
0
0
0
1
1
1
1
0
1
1
0
1
1
1
1
1
1
1
1
1
1
1
1
4
1
1
0
1
1
1
4
0
0
1
1
1
1
0
1
0
0
0
1
1
1
1
4
1
1
1
1
4
0
0
1
0
1
0
1
1
1
0
4
0
1
4
0
1
1
0
1
0
1
1
1
1
1
0
1
0
0
0
0
0
0
0
0
1
0
1
0
1
1
1
0
1
1
0
1
1
0
0
1
0
1
0
1
1
1
1
1
4
1
1
1
0
0
1
1
1
1
1
1
1
0
0
1
1
1
1
0
1
4
1
1
1
0
1
1
1
0
4
0
1
4
1
1
0
0
1
1
0
1
1
1
0
1
1
1
1
0
0
1
1
1
1
1
0
1
0
1
1
1
0
1
0
1
1
0
1
0
0
1
1
1
0
1
0
1
0
0
1
0
1
1
0
1
0
0
1
0
1
0
0
0
0
1
0
1
1
1
1
1
0
1
0
1
0
1
1
0
0
0
1
1
1
1
0
1
1
1
1
0
1
0
1
4
1
1
1
1
0
0
1
1
0
0
0
1
0
0
1
1
1
0
0
1
4
0
1
1
1
0
0
0
0
1
0
1
0
0
1
0
1
1
1
1
1
1
1
1
1
1
1
4
1
1
1
1
1
0
0
0
0
1
1
0
0
0
1
1
0
0
0
1
1
0
0
1
0
1
1
1
1
1
4
1
0
1
0
1
1
1
0
1
1
1
0
1
0
4
1
1
1
1
0
0
perf{
testBuildingBlocks="false";
PrivacyPreservation="false";
MLAlgorithm="nb";
runs_number ="1";
thread_number="14";
remoteClient="false";
Incremental="true";
OutputPath="/root/PPLR2/NEW/";
scenarioName ="5runs";
debug="false";
maxTrainSize="20";
maxTestSize="50";
}
# The dataset configuration parameters
dataset{
mainPath = "/root/DAPPLE/";
path="/root/DAPPLE/DATA/Datasets/Nursery/";
clearPath= "/root/DAPPLE/DATA/Datasets/Nursery/";
chunk_prefix="DO";
class_number="4";
dimension="9";
chunk_number="16";
}
# The vfdt algorithm parameters
vfdt{
delta="0.000001";
tau="1";
grace="50";
max_depth="8";
threshold_number="2";
maxNodes="45";
}
# DTPKC parameters
crypto{
deserialize="false";
pathSer="/root/DAPPLE/SER/";
keySize ="1024";
DTPKC_Err = "600";
ComputationalPrecision="1000";
useORE="false";
sendParaClient="true";
blindingSize="100";
encryptData="true";
}
# Naive Bayes parameters
nb{
LaplaceConstant="1";
}
#LR parameters
lr{
alpha="10000";
LRTH="0.5";
batchSize="30";
epochs="2";
}
# Network parameters
network{
portS="5001";
serverIP="10.144.4.7";
}
--------Run@1 over : 1---------
TrainTime,TrainBd,TestServerTime,TestClientTime,TestBd,P,R,F1
0.643433,3600,29.002580,0.000000,12800,0.620816,0.667451,0.639000
9.080702,3600,28.608466,0.000000,12800,0.622908,0.690125,0.647093
8.693240,3600,29.025631,0.000000,12800,0.643185,0.709544,0.668271
8.614358,3600,28.650593,0.000000,12800,0.632523,0.693834,0.655619
9.107240,3600,30.089589,0.000000,12800,0.643185,0.709544,0.668271
8.631964,3600,29.087079,0.000000,12800,0.633569,0.706750,0.660020
8.449903,3600,29.121060,0.000000,12800,0.634615,0.721381,0.664609
8.440891,3600,30.187342,0.000000,12800,0.634615,0.721381,0.664609
8.674629,3600,28.561362,0.000000,12800,0.643185,0.709544,0.668271
8.611823,3600,28.443613,0.000000,12800,0.663462,0.727039,0.688562
9.290205,3600,31.032707,0.000000,12800,0.652800,0.712142,0.676171
9.324900,3600,30.986364,0.000000,12800,0.644231,0.723375,0.672948
9.101772,3600,28.717289,0.000000,12800,0.653846,0.725254,0.680924
8.691900,3600,28.522588,0.000000,12800,0.653846,0.725254,0.680924
8.698704,3600,28.964393,0.000000,12800,0.663462,0.727039,0.688562
8.597439,3600,28.441193,0.000000,12800,0.653846,0.725254,0.680924
0
1
1
1
1
1
1
1
1
1
0
1
0
1
1
1
1
1
1
1
1
1
1
0
1
1
1
1
1
0
1
1
1
1
1
1
1
0
1
4
1
4
1
1
1
1
1
1
0
1
1
0
0
1
1
0
0
0
0
1
1
1
0
0
0
0
1
1
1
1
0
1
1
0
1
1
1
1
1
1
1
1
1
1
1
1
4
1
1
0
1
1
1
4
0
0
1
1
1
1
0
1
0
0
0
1
1
1
1
4
1
1
1
1
4
0
0
1
0
1
0
1
1
1
0
4
0
1
4
0
1
1
0
1
0
1
1
1
1
1
0
1
0
0
0
0
0
0
0
0
1
0
1
0
1
1
1
0
1
1
0
1
1
0
0
1
0
1
0
1
1
1
1
1
4
1
1
1
0
0
1
1
1
1
1
1
1
0
0
1
1
1
1
0
1
4
1
1
1
0
1
1
1
0
4
0
1
4
1
1
0
0
1
1
0
1
1
1
0
1
1
1
1
0
0
1
1
1
1
1
0
1
0
1
1
1
0
1
0
1
1
0
1
0
0
1
1
1
0
1
0
1
0
0
1
0
1
1
0
1
0
0
1
0
1
0
0
0
0
1
0
1
1
1
1
1
0
1
0
1
0
1
1
0
0
0
1
1
1
1
0
1
1
1
1
0
1
0
1
4
1
1
1
1
0
0
1
1
0
0
0
1
0
0
1
1
1
0
0
1
4
0
1
1
1
0
0
0
0
1
0
1
0
0
1
0
1
1
1
1
1
1
1
1
1
1
1
4
1
1
1
1
1
0
0
0
0
1
1
0
0
0
1
1
0
0
0
1
1
0
0
1
0
1
1
1
1
1
4
1
0
1
0
1
1
1
0
1
1
1
0
1
0
4
1
1
1
1
0
0
perf{
testBuildingBlocks="false";
PrivacyPreservation="false";
MLAlgorithm="nb";
runs_number ="1";
thread_number="14";
remoteClient="false";
Incremental="true";
OutputPath="/root/PPLR2/NEW/";
scenarioName ="5runs";
debug="false";
maxTrainSize="20";
maxTestSize="50";
}
# The dataset configuration parameters
dataset{
mainPath = "/root/DAPPLE/";
path="/root/DAPPLE/DATA/Datasets/Nursery/";
clearPath= "/root/DAPPLE/DATA/Datasets/Nursery/";
chunk_prefix="DO";
class_number="4";
dimension="9";
chunk_number="16";
}
# The vfdt algorithm parameters
vfdt{
delta="0.000001";
tau="1";
grace="50";
max_depth="8";
threshold_number="2";
maxNodes="45";
}
# DTPKC parameters
crypto{
deserialize="false";
pathSer="/root/DAPPLE/SER/";
keySize ="1024";
DTPKC_Err = "600";
ComputationalPrecision="1000";
useORE="false";
sendParaClient="true";
blindingSize="100";
encryptData="true";
}
# Naive Bayes parameters
nb{
LaplaceConstant="1";
}
#LR parameters
lr{
alpha="10000";
LRTH="0.5";
batchSize="30";
epochs="2";
}
# Network parameters
network{
portS="5001";
serverIP="10.144.4.7";
}
--------Run@1 over : 1---------
TrainTime,TrainBd,TestServerTime,TestClientTime,TestBd,P,R,F1
0.613972,3600,27.733261,0.000000,12800,0.620816,0.667451,0.639000
9.267258,3600,29.725560,0.000000,12800,0.622908,0.690125,0.647093
9.079908,3600,29.765709,0.000000,12800,0.643185,0.709544,0.668271
9.412584,3600,30.251125,0.000000,12800,0.632523,0.693834,0.655619
8.434900,3600,28.559309,0.000000,12800,0.643185,0.709544,0.668271
8.653265,3600,28.679325,0.000000,12800,0.633569,0.706750,0.660020
8.954387,3600,28.505588,0.000000,12800,0.634615,0.721381,0.664609
8.400448,3600,28.728219,0.000000,12800,0.634615,0.721381,0.664609
8.831372,3600,28.539348,0.000000,12800,0.643185,0.709544,0.668271
8.885923,3600,28.624694,0.000000,12800,0.663462,0.727039,0.688562
9.051534,3600,28.904051,0.000000,12800,0.652800,0.712142,0.676171
9.374874,3600,29.775646,0.000000,12800,0.644231,0.723375,0.672948
9.487925,3600,30.522779,0.000000,12800,0.653846,0.725254,0.680924
9.545807,3600,30.415357,0.000000,12800,0.653846,0.725254,0.680924
9.347350,3600,30.154493,0.000000,12800,0.663462,0.727039,0.688562
9.476966,3600,31.585599,0.000000,12800,0.653846,0.725254,0.680924
0
1
1
1
1
1
1
1
1
1
0
1
0
1
1
1
1
1
1
1
1
1
1
0
1
1
1
1
1
0
1
1
1
1
1
1
1
0
1
4
1
4
1
1
1
1
1
1
0
1
1
0
0
1
1
0
0
0
0
1
1
1
0
0
0
0
1
1
1
1
0
1
1
0
1
1
1
1
1
1
1
1
1
1
1
1
4
1
1
0
1
1
1
4
0
0
1
1
1
1
0
1
0
0
0
1
1
1
1
4
1
1
1
1
4
0
0
1
0
1
0
1
1
1
0
4
0
1
4
0
1
1
0
1
0
1
1
1
1
1
0
1
0
0
0
0
0
0
0
0
1
0
1
0
1
1
1
0
1
1
0
1
1
0
0
1
0
1
0
1
1
1
1
1
4
1
1
1
0
0
1
1
1
1
1
1
1
0
0
1
1
1
1
0
1
4
1
1
1
0
1
1
1
0
4
0
1
4
1
1
0
0
1
1
0
1
1
1
0
1
1
1
1
0
0
1
1
1
1
1
0
1
0
1
1
1
0
1
0
1
1
0
1
0
0
1
1
1
0
1
0
1
0
0
1
0
1
1
0
1
0
0
1
0
1
0
0
0
0
1
0
1
1
1
1
1
0
1
0
1
0
1
1
0
0
0
1
1
1
1
0
1
1
1
1
0
1
0
1
4
1
1
1
1
0
0
1
1
0
0
0
1
0
0
1
1
1
0
0
1
4
0
1
1
1
0
0
0
0
1
0
1
0
0
1
0
1
1
1
1
1
1
1
1
1
1
1
4
1
1
1
1
1
0
0
0
0
1
1
0
0
0
1
1
0
0
0
1
1
0
0
1
0
1
1
1
1
1
4
1
0
1
0
1
1
1
0
1
1
1
0
1
0
4
1
1
1
1
0
0
perf{
testBuildingBlocks="false";
PrivacyPreservation="false";
MLAlgorithm="nb";
runs_number ="1";
thread_number="14";
remoteClient="false";
Incremental="true";
OutputPath="/root/PPLR2/NEW/";
scenarioName ="5runs";
debug="false";
maxTrainSize="20";
maxTestSize="50";
}
# The dataset configuration parameters
dataset{
mainPath = "/root/DAPPLE/";
path="/root/DAPPLE/DATA/Datasets/Nursery/";
clearPath= "/root/DAPPLE/DATA/Datasets/Nursery/";
chunk_prefix="DO";
class_number="4";
dimension="9";
chunk_number="16";
}
# The vfdt algorithm parameters
vfdt{
delta="0.000001";
tau="1";
grace="50";
max_depth="8";
threshold_number="2";
maxNodes="45";
}
# DTPKC parameters
crypto{
deserialize="false";
pathSer="/root/DAPPLE/SER/";
keySize ="1024";
DTPKC_Err = "600";
ComputationalPrecision="1000";
useORE="false";
sendParaClient="true";
blindingSize="100";
encryptData="true";
}
# Naive Bayes parameters
nb{
LaplaceConstant="1";
}
#LR parameters
lr{
alpha="10000";
LRTH="0.5";
batchSize="30";
epochs="2";
}
# Network parameters
network{
portS="5001";
serverIP="10.144.4.7";
}
--------Run@1 over : 1---------
TrainTime,TrainBd,TestServerTime,TestClientTime,TestBd,P,R,F1
0.636229,3600,30.732443,0.000000,12800,0.620816,0.667451,0.639000
9.673817,3600,31.302420,0.000000,12800,0.622908,0.690125,0.647093
9.839129,3600,32.009317,0.000000,12800,0.643185,0.709544,0.668271
9.736667,3600,31.433440,0.000000,12800,0.632523,0.693834,0.655619
9.758013,3600,31.348415,0.000000,12800,0.643185,0.709544,0.668271
8.928177,3600,29.438234,0.000000,12800,0.633569,0.706750,0.660020
9.688577,3600,30.002803,0.000000,12800,0.634615,0.721381,0.664609
9.557489,3600,30.224622,0.000000,12800,0.634615,0.721381,0.664609
9.537804,3600,29.872956,0.000000,12800,0.643185,0.709544,0.668271
9.381702,3600,29.719893,0.000000,12800,0.663462,0.727039,0.688562
9.191455,3600,29.187916,0.000000,12800,0.652800,0.712142,0.676171
9.177642,3600,29.357173,0.000000,12800,0.644231,0.723375,0.672948
9.060965,3600,30.132124,0.000000,12800,0.653846,0.725254,0.680924
8.966969,3600,29.599147,0.000000,12800,0.653846,0.725254,0.680924
8.968760,3600,29.452281,0.000000,12800,0.663462,0.727039,0.688562
8.939357,3600,29.347741,0.000000,12800,0.653846,0.725254,0.680924
0
1
1
1
1
1
1
1
1
1
0
1
0
1
1
1
1
1
1
1
1
1
1
0
1
1
1
1
1
0
1
1
1
1
1
1
1
0
1
4
1
4
1
1
1
1
1
1
0
1
1
0
0
1
1
0
0
0
0
1
1
1
0
0
0
0
1
1
1
1
0
1
1
0
1
1
1
1
1
1
1
1
1
1
1
1
4
1
1
0
1
1
1
4
0
0
1
1
1
1
0
1
0
0
0
1
1
1
1
4
1
1
1
1
4
0
0
1
0
1
0
1
1
1
0
4
0
1
4
0
1
1
0
1
0
1
1
1
1
1
0
1
0
0
0
0
0
0
0
0
1
0
1
0
1
1
1
0
1
1
0
1
1
0
0
1
0
1
0
1
1
1
1
1
4
1
1
1
0
0
1
1
1
1
1
1
1
0
0
1
1
1
1
0
1
4
1
1
1
0
1
1
1
0
4
0
1
4
1
1
0
0
1
1
0
1
1
1
0
1
1
1
1
0
0
1
1
1
1
1
0
1
0
1
1
1
0
1
0
1
1
0
1
0
0
1
1
1
0
1
0
1
0
0
1
0
1
1
0
1
0
0
1
0
1
0
0
0
0
1
0
1
1
1
1
1
0
1
0
1
0
1
1
0
0
0
1
1
1
1
0
1
1
1
1
0
1
0
1
4
1
1
1
1
0
0
1
1
0
0
0
1
0
0
1
1
1
0
0
1
4
0
1
1
1
0
0
0
0
1
0
1
0
0
1
0
1
1
1
1
1
1
1
1
1
1
1
4
1
1
1
1
1
0
0
0
0
1
1
0
0
0
1
1
0
0
0
1
1
0
0
1
0
1
1
1
1
1
4
1
0
1
0
1
1
1
0
1
1
1
0
1
0
4
1
1
1
1
0
0
perf{
testBuildingBlocks="false";
PrivacyPreservation="false";
MLAlgorithm="nb";
runs_number ="1";
thread_number="14";
remoteClient="false";
Incremental="true";
OutputPath="/root/PPLR2/NEW/";
scenarioName ="5runs";
debug="false";
maxTrainSize="20";
maxTestSize="50";
}
# The dataset configuration parameters
dataset{
mainPath = "/root/DAPPLE/";
path="/root/DAPPLE/DATA/Datasets/Nursery/";
clearPath= "/root/DAPPLE/DATA/Datasets/Nursery/";
chunk_prefix="DO";
class_number="4";
dimension="9";
chunk_number="16";
}
# The vfdt algorithm parameters
vfdt{
delta="0.000001";
tau="1";
grace="50";
max_depth="8";
threshold_number="2";
maxNodes="45";
}
# DTPKC parameters
crypto{
deserialize="false";
pathSer="/root/DAPPLE/SER/";
keySize ="1024";
DTPKC_Err = "600";
ComputationalPrecision="1000";
useORE="false";
sendParaClient="true";
blindingSize="100";
encryptData="true";
}
# Naive Bayes parameters
nb{
LaplaceConstant="1";
}
#LR parameters
lr{
alpha="10000";
LRTH="0.5";
batchSize="30";
epochs="2";
}
# Network parameters
network{
portS="5001";
serverIP="10.144.4.7";
}
--------Run@1 over : 1---------
TrainTime,TrainBd,TestServerTime,TestClientTime,TestBd,P,R,F1
0.625273,3600,29.764009,0.000000,12800,0.620816,0.667451,0.639000
9.575908,3600,30.020328,0.000000,12800,0.622908,0.690125,0.647093
9.477141,3600,30.128467,0.000000,12800,0.643185,0.709544,0.668271
9.324548,3600,30.095007,0.000000,12800,0.632523,0.693834,0.655619
8.985084,3600,28.389523,0.000000,12800,0.643185,0.709544,0.668271
9.293295,3600,29.652733,0.000000,12800,0.633569,0.706750,0.660020
9.323193,3600,29.669296,0.000000,12800,0.634615,0.721381,0.664609
9.447615,3600,29.656231,0.000000,12800,0.634615,0.721381,0.664609
9.318596,3600,30.034902,0.000000,12800,0.643185,0.709544,0.668271
9.193356,3600,29.912179,0.000000,12800,0.663462,0.727039,0.688562
9.182873,3600,29.528557,0.000000,12800,0.652800,0.712142,0.676171
9.474088,3600,29.883334,0.000000,12800,0.644231,0.723375,0.672948
9.298181,3600,29.758401,0.000000,12800,0.653846,0.725254,0.680924
9.065067,3600,29.169749,0.000000,12800,0.653846,0.725254,0.680924
9.322737,3600,29.450340,0.000000,12800,0.663462,0.727039,0.688562
9.160822,3600,29.684390,0.000000,12800,0.653846,0.725254,0.680924
0
1
1
1
1
1
1
1
1
1
0
1
0
1
1
1
1
1
1
1
1
1
1
0
1
1
1
1
1
0
1
1
1
1
1
1
1
0
1
4
1
4
1
1
1
1
1
1
0
1
1
0
0
1
1
0
0
0
0
1
1
1
0
0
0
0
1
1
1
1
0
1
1
0
1
1
1
1
1
1
1
1
1
1
1
1
4
1
1
0
1
1
1
4
0
0
1
1
1
1
0
1
0
0
0
1
1
1
1
4
1
1
1
1
4
0
0
1
0
1
0
1
1
1
0
4
0
1
4
0
1
1
0
1
0
1
1
1
1
1
0
1
0
0
0
0
0
0
0
0
1
0
1
0
1
1
1
0
1
1
0
1
1
0
0
1
0
1
0
1
1
1
1
1
4
1
1
1
0
0
1
1
1
1
1
1
1
0
0
1
1
1
1
0
1
4
1
1
1
0
1
1
1
0
4
0
1
4
1
1
0
0
1
1
0
1
1
1
0
1
1
1
1
0
0
1
1
1
1
1
0
1
0
1
1
1
0
1
0
1
1
0
1
0
0
1
1
1
0
1
0
1
0
0
1
0
1
1
0
1
0
0
1
0
1
0
0
0
0
1
0
1
1
1
1
1
0
1
0
1
0
1
1
0
0
0
1
1
1
1
0
1
1
1
1
0
1
0
1
4
1
1
1
1
0
0
1
1
0
0
0
1
0
0
1
1
1
0
0
1
4
0
1
1
1
0
0
0
0
1
0
1
0
0
1
0
1
1
1
1
1
1
1
1
1
1
1
4
1
1
1
1
1
0
0
0
0
1
1
0
0
0
1
1
0
0
0
1
1
0
0
1
0
1
1
1
1
1
4
1
0
1
0
1
1
1
0
1
1
1
0
1
0
4
1
1
1
1
0
0
perf{
testBuildingBlocks="false";
PrivacyPreservation="false";
MLAlgorithm="nb";
runs_number ="1";
thread_number="14";
remoteClient="false";
Incremental="true";
OutputPath="/root/PPLR2/NEW/";
scenarioName ="5runs";
debug="false";
maxTrainSize="20";
maxTestSize="50";
}
# The dataset configuration parameters
dataset{
mainPath = "/root/DAPPLE/";
path="/root/DAPPLE/DATA/Datasets/Nursery/";
clearPath= "/root/DAPPLE/DATA/Datasets/Nursery/";
chunk_prefix="DO";
class_number="4";
dimension="9";
chunk_number="16";
}
# The vfdt algorithm parameters
vfdt{
delta="0.000001";
tau="1";
grace="50";
max_depth="8";
threshold_number="2";
maxNodes="45";
}
# DTPKC parameters
crypto{
deserialize="false";
pathSer="/root/DAPPLE/SER/";
keySize ="1024";
DTPKC_Err = "600";
ComputationalPrecision="1000";
useORE="false";
sendParaClient="true";
blindingSize="100";
encryptData="true";
}
# Naive Bayes parameters
nb{
LaplaceConstant="1";
}
#LR parameters
lr{
alpha="10000";
LRTH="0.5";
batchSize="30";
epochs="2";
}
# Network parameters
network{
portS="5001";
serverIP="10.144.4.7";
}
--------Run@1 over : 1---------
TrainTime,TrainBd,TestServerTime,TestClientTime,TestBd,P,R,F1
0.599212,3600,28.341411,0.000000,12800,0.620816,0.667451,0.639000
9.543550,3600,30.216133,0.000000,12800,0.622908,0.690125,0.647093
9.393741,3600,30.513947,0.000000,12800,0.643185,0.709544,0.668271
9.408509,3600,30.392066,0.000000,12800,0.632523,0.693834,0.655619
9.524678,3600,30.453014,0.000000,12800,0.643185,0.709544,0.668271
9.673777,3600,30.845564,0.000000,12800,0.633569,0.706750,0.660020
9.626886,3600,31.260813,0.000000,12800,0.634615,0.721381,0.664609
9.577937,3600,30.975920,0.000000,12800,0.634615,0.721381,0.664609
9.508445,3600,30.399359,0.000000,12800,0.643185,0.709544,0.668271
9.534155,3600,30.685557,0.000000,12800,0.663462,0.727039,0.688562
8.667550,3600,29.159303,0.000000,12800,0.652800,0.712142,0.676171
9.079710,3600,30.057802,0.000000,12800,0.644231,0.723375,0.672948
9.150706,3600,30.257994,0.000000,12800,0.653846,0.725254,0.680924
9.172086,3600,30.262411,0.000000,12800,0.653846,0.725254,0.680924
9.235605,3600,29.971569,0.000000,12800,0.663462,0.727039,0.688562
9.274655,3600,30.326889,0.000000,12800,0.653846,0.725254,0.680924
0
1
1
1
1
1
1
1
1
1
0
1
0
1
1
1
1
1
1
1
1
1
1
0
1
1
1
1
1
0
1
1
1
1
1
1
1
0
1
4
1
4
1
1
1
1
1
1
0
1
1
0
0
1
1
0
0
0
0
1
1
1
0
0
0
0
1
1
1
1
0
1
1
0
1
1
1
1
1
1
1
1
1
1
1
1
4
1
1
0
1
1
1
4
0
0
1
1
1
1
0
1
0
0
0
1
1
1
1
4
1
1
1
1
4
0
0
1
0
1
0
1
1
1
0
4
0
1
4
0
1
1
0
1
0
1
1
1
1
1
0
1
0
0
0
0
0
0
0
0
1
0
1
0
1
1
1
0
1
1
0
1
1
0
0
1
0
1
0
1
1
1
1
1
4
1
1
1
0
0
1
1
1
1
1
1
1
0
0
1
1
1
1
0
1
4
1
1
1
0
1
1
1
0
4
0
1
4
1
1
0
0
1
1
0
1
1
1
0
1
1
1
1
0
0
1
1
1
1
1
0
1
0
1
1
1
0
1
0
1
1
0
1
0
0
1
1
1
0
1
0
1
0
0
1
0
1
1
0
1
0
0
1
0
1
0
0
0
0
1
0
1
1
1
1
1
0
1
0
1
0
1
1
0
0
0
1
1
1
1
0
1
1
1
1
0
1
0
1
4
1
1
1
1
0
0
1
1
0
0
0
1
0
0
1
1
1
0
0
1
4
0
1
1
1
0
0
0
0
1
0
1
0
0
1
0
1
1
1
1
1
1
1
1
1
1
1
4
1
1
1
1
1
0
0
0
0
1
1
0
0
0
1
1
0
0
0
1
1
0
0
1
0
1
1
1
1
1
4
1
0
1
0
1
1
1
0
1
1
1
0
1
0
4
1
1
1
1
0
0
perf{
testBuildingBlocks="false";
PrivacyPreservation="false";
MLAlgorithm="nb";
runs_number ="1";
thread_number="14";
remoteClient="false";
Incremental="true";
OutputPath="/root/PPLR2/NEW/";
scenarioName ="5runs";
debug="false";
maxTrainSize="20";
maxTestSize="50";
}
# The dataset configuration parameters
dataset{
mainPath = "/root/DAPPLE/";
path="/root/DAPPLE/DATA/Datasets/Nursery/";
clearPath= "/root/DAPPLE/DATA/Datasets/Nursery/";
chunk_prefix="DO";
class_number="4";
dimension="9";
chunk_number="16";
}
# The vfdt algorithm parameters
vfdt{
delta="0.000001";
tau="1";
grace="50";
max_depth="8";
threshold_number="2";
maxNodes="45";
}
# DTPKC parameters
crypto{
deserialize="false";
pathSer="/root/DAPPLE/SER/";
keySize ="1024";
DTPKC_Err = "600";
ComputationalPrecision="1000";
useORE="false";
sendParaClient="true";
blindingSize="100";
encryptData="true";
}
# Naive Bayes parameters
nb{
LaplaceConstant="1";
}
#LR parameters
lr{
alpha="10000";
LRTH="0.5";
batchSize="30";
epochs="2";
}
# Network parameters
network{
portS="5001";
serverIP="10.144.4.7";
}
--------Run@1 over : 1---------
TrainTime,TrainBd,TestServerTime,TestClientTime,TestBd,P,R,F1
0.598501,3600,28.256413,0.000000,12800,0.620816,0.667451,0.639000
8.809032,3600,29.439020,0.000000,12800,0.622908,0.690125,0.647093
8.991364,3600,29.230064,0.000000,12800,0.643185,0.709544,0.668271
8.793804,3600,29.088516,0.000000,12800,0.632523,0.693834,0.655619
8.906233,3600,29.252608,0.000000,12800,0.643185,0.709544,0.668271
8.833178,3600,28.977883,0.000000,12800,0.633569,0.706750,0.660020
8.716580,3600,29.214866,0.000000,12800,0.634615,0.721381,0.664609
8.765623,3600,29.043789,0.000000,12800,0.634615,0.721381,0.664609
8.926720,3600,29.135025,0.000000,12800,0.643185,0.709544,0.668271
9.215512,3600,29.493831,0.000000,12800,0.663462,0.727039,0.688562
8.673916,3600,29.252642,0.000000,12800,0.652800,0.712142,0.676171
8.848849,3600,28.865909,0.000000,12800,0.644231,0.723375,0.672948
8.890140,3600,29.253964,0.000000,12800,0.653846,0.725254,0.680924
9.096762,3600,29.278349,0.000000,12800,0.653846,0.725254,0.680924
9.474168,3600,31.041712,0.000000,12800,0.663462,0.727039,0.688562
9.522133,3600,29.247633,0.000000,12800,0.653846,0.725254,0.680924
0
1
1
1
1
1
1
1
1
1
0
1
0
1
1
1
1
1
1
1
1
1
1
0
1
1
1
1
1
0
1
1
1
1
1
1
1
0
1
4
1
4
1
1
1
1
1
1
0
1
1
0
0
1
1
0
0
0
0
1
1
1
0
0
0
0
1
1
1
1
0
1
1
0
1
1
1
1
1
1
1
1
1
1
1
1
4
1
1
0
1
1
1
4
0
0
1
1
1
1
0
1
0
0
0
1
1
1
1
4
1
1
1
1
4
0
0
1
0
1
0
1
1
1
0
4
0
1
4
0
1
1
0
1
0
1
1
1
1
1
0
1
0
0
0
0
0
0
0
0
1
0
1
0
1
1
1
0
1
1
0
1
1
0
0
1
0
1
0
1
1
1
1
1
4
1
1
1
0
0
1
1
1
1
1
1
1
0
0
1
1
1
1
0
1
4
1
1
1
0
1
1
1
0
4
0
1
4
1
1
0
0
1
1
0
1
1
1
0
1
1
1
1
0
0
1
1
1
1
1
0
1
0
1
1
1
0
1
0
1
1
0
1
0
0
1
1
1
0
1
0
1
0
0
1
0
1
1
0
1
0
0
1
0
1
0
0
0
0
1
0
1
1
1
1
1
0
1
0
1
0
1
1
0
0
0
1
1
1
1
0
1
1
1
1
0
1
0
1
4
1
1
1
1
0
0
1
1
0
0
0
1
0
0
1
1
1
0
0
1
4
0
1
1
1
0
0
0
0
1
0
1
0
0
1
0
1
1
1
1
1
1
1
1
1
1
1
4
1
1
1
1
1
0
0
0
0
1
1
0
0
0
1
1
0
0
0
1
1
0
0
1
0
1
1
1
1
1
4
1
0
1
0
1
1
1
0
1
1
1
0
1
0
4
1
1
1
1
0
0
perf{
testBuildingBlocks="false";
PrivacyPreservation="false";
MLAlgorithm="nb";
runs_number ="1";
thread_number="14";
remoteClient="false";
Incremental="true";
OutputPath="/root/PPLR2/NEW/";
scenarioName ="5runs";
debug="false";
maxTrainSize="20";
maxTestSize="50";
}
# The dataset configuration parameters
dataset{
mainPath = "/root/DAPPLE/";
path="/root/DAPPLE/DATA/Datasets/Nursery/";
clearPath= "/root/DAPPLE/DATA/Datasets/Nursery/";
chunk_prefix="DO";
class_number="4";
dimension="9";
chunk_number="16";
}
# The vfdt algorithm parameters
vfdt{
delta="0.000001";
tau="1";
grace="50";
max_depth="8";
threshold_number="2";
maxNodes="45";
}
# DTPKC parameters
crypto{
deserialize="false";
pathSer="/root/DAPPLE/SER/";
keySize ="1024";
DTPKC_Err = "600";
ComputationalPrecision="1000";
useORE="false";
sendParaClient="true";
blindingSize="100";
encryptData="true";
}
# Naive Bayes parameters
nb{
LaplaceConstant="1";
}
#LR parameters
lr{
alpha="10000";
LRTH="0.5";
batchSize="30";
epochs="2";
}
# Network parameters
network{
portS="5001";
serverIP="10.144.4.7";
}
0% Loading or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment