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source diff could not be displayed: it is too large. Options to address this: view the blob.
# Experiments parameters
perf{
testBuildingBlocks="false";
PrivacyPreservation="true";
MLAlgorithm="vfdt";
runs_number ="1";
thread_number="14";
remoteClient="false";
Incremental="true";
OutputPath="/root/EXP/SC3/";
scenarioName ="threads";
debug="false";
maxTrainSize="20";
maxTestSize="50";
}
# The dataset configuration parameters
dataset{
mainPath = "/root/DAPPLE/";
path="/root/DAPPLE/DATA/Datasets/Adult/";
clearPath= "/root/DAPPLE/DATA/Datasets/Adult/";
chunk_prefix="DO";
class_number="2";
dimension="15";
chunk_number="16";
}
# The vfdt algorithm parameters
vfdt{
delta="0.000001";
tau="1";
grace="50";
max_depth="7";
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,NumberOfNodes,TreeDepth, numberSplits, numberCriticalZone, CounterZero
233795.190152,403200,8521.739850,0.000000,1612800,0.674848,0.648633,0.590039,0,2,2,2,14
215183.269148,403200,13957.119725,0.000000,1612800,0.671472,0.639150,0.616786,0,4,2,2,21
191441.414484,403200,16730.924048,0.000000,1612800,0.752274,0.718763,0.727575,0,6,2,2,35
210682.024953,403200,17893.408762,0.000000,1612800,0.600305,0.736479,0.604078,0,6,2,2,31
206440.237517,403200,19435.037234,0.000000,1612800,0.597761,0.706534,0.601847,0,6,2,2,46
190728.278207,403200,20767.009335,0.000000,1612800,0.695245,0.768123,0.715227,0,6,1,1,8
202498.280478,403200,22487.780473,0.000000,1612800,0.708797,0.744644,0.721845,0,7,2,2,25
213143.590392,403200,22912.610374,0.000000,1612800,0.681971,0.758396,0.701270,0,7,2,2,26
222544.590941,403200,24411.917941,0.000000,1612800,0.681971,0.758396,0.701270,0,7,2,2,26
208717.846016,403200,25257.023966,0.000000,1612800,0.681971,0.758396,0.701270,0,7,2,2,38
195336.233487,403200,26093.913563,0.000000,1612800,0.677546,0.755050,0.696534,0,7,2,2,47
153611.008157,403200,26080.948730,0.000000,1612800,0.681971,0.758396,0.701270,0,7,1,1,78
151874.365688,403200,26173.968489,0.000000,1612800,0.698868,0.759318,0.716997,0,7,0,0,0
151132.796180,403200,26120.995251,0.000000,1612800,0.698868,0.759318,0.716997,0,7,0,0,0
153666.872662,403200,26104.146660,0.000000,1612800,0.698868,0.759318,0.716997,0,7,0,0,0
151998.190688,403200,26105.088736,0.000000,1612800,0.698868,0.759318,0.716997,0,7,0,0,0
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source diff could not be displayed: it is too large. Options to address this: view the blob.
# Experiments parameters
perf{
testBuildingBlocks="false";
PrivacyPreservation="true";
MLAlgorithm="vfdt";
runs_number ="1";
thread_number="14";
remoteClient="false";
Incremental="true";
OutputPath="/root/EXP/SC3/";
scenarioName ="threads";
debug="false";
maxTrainSize="20";
maxTestSize="50";
}
# The dataset configuration parameters
dataset{
mainPath = "/root/DAPPLE/";
path="/root/DAPPLE/DATA/Datasets/Adult/";
clearPath= "/root/DAPPLE/DATA/Datasets/Adult/";
chunk_prefix="DO";
class_number="2";
dimension="15";
chunk_number="16";
}
# The vfdt algorithm parameters
vfdt{
delta="0.000001";
tau="1";
grace="50";
max_depth="7";
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,NumberOfNodes,TreeDepth, numberSplits, numberCriticalZone, CounterZero
236463.512656,403200,8529.537012,0.000000,1612800,0.674848,0.648633,0.590039,0,2,2,2,14
217467.890462,403200,13964.517684,0.000000,1612800,0.671472,0.639150,0.616786,0,4,2,2,21
193850.491020,403200,16791.931181,0.000000,1612800,0.752274,0.718763,0.727575,0,6,2,2,35
213438.608338,403200,17956.161354,0.000000,1612800,0.600305,0.736479,0.604078,0,6,2,2,31
209123.598330,403200,19456.710971,0.000000,1612800,0.597761,0.706534,0.601847,0,6,2,2,46
193119.402504,403200,20843.537712,0.000000,1612800,0.695245,0.768123,0.715227,0,6,1,1,8
204894.250355,403200,22442.414543,0.000000,1612800,0.708797,0.744644,0.721845,0,7,2,2,25
215557.205481,403200,22961.600398,0.000000,1612800,0.693503,0.762892,0.712795,0,7,2,2,26
225275.780224,403200,24468.868274,0.000000,1612800,0.693503,0.762892,0.712795,0,7,2,2,26
211351.585070,403200,25295.234479,0.000000,1612800,0.693503,0.762892,0.712795,0,7,2,2,38
199497.782103,403200,26187.003402,0.000000,1612800,0.689078,0.759654,0.708196,0,7,2,2,45
156866.301643,403200,26177.005840,0.000000,1612800,0.693503,0.762892,0.712795,0,7,1,1,78
153150.573447,403200,26165.683095,0.000000,1612800,0.693503,0.762892,0.712795,0,7,0,0,0
153555.384180,403200,26170.853144,0.000000,1612800,0.693503,0.762892,0.712795,0,7,0,0,0
155488.847138,403200,26209.039354,0.000000,1612800,0.693503,0.762892,0.712795,0,7,0,0,0
154535.049653,403200,26190.384262,0.000000,1612800,0.693503,0.762892,0.712795,0,7,0,0,0
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source diff could not be displayed: it is too large. Options to address this: view the blob.
# Experiments parameters
perf{
testBuildingBlocks="false";
PrivacyPreservation="true";
MLAlgorithm="vfdt";
runs_number ="1";
thread_number="14";
remoteClient="false";
Incremental="true";
OutputPath="/root/EXP/SC3/";
scenarioName ="threads";
debug="false";
maxTrainSize="20";
maxTestSize="50";
}
# The dataset configuration parameters
dataset{
mainPath = "/root/DAPPLE/";
path="/root/DAPPLE/DATA/Datasets/Adult/";
clearPath= "/root/DAPPLE/DATA/Datasets/Adult/";
chunk_prefix="DO";
class_number="2";
dimension="15";
chunk_number="16";
}
# The vfdt algorithm parameters
vfdt{
delta="0.000001";
tau="1";
grace="50";
max_depth="7";
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,NumberOfNodes,TreeDepth, numberSplits, numberCriticalZone, CounterZero
234386.406676,403200,8509.031557,0.000000,1612800,0.674848,0.648633,0.590039,0,2,2,2,14
215887.080163,403200,13963.626023,0.000000,1612800,0.671472,0.639150,0.616786,0,4,2,2,21
192450.902482,403200,16760.268112,0.000000,1612800,0.752274,0.718763,0.727575,0,6,2,2,35
211374.182059,403200,17926.979280,0.000000,1612800,0.600305,0.736479,0.604078,0,6,2,2,31
207373.262036,403200,19451.314203,0.000000,1612800,0.597761,0.706534,0.601847,0,6,2,2,46
192030.582276,403200,20775.354669,0.000000,1612800,0.695245,0.768123,0.715227,0,6,1,1,8
203402.095652,403200,22423.226202,0.000000,1612800,0.708797,0.744644,0.721845,0,7,2,2,25
214067.024801,403200,22943.540599,0.000000,1612800,0.681971,0.758396,0.701270,0,7,2,2,26
223515.962365,403200,24525.091613,0.000000,1612800,0.681971,0.758396,0.701270,0,7,2,2,26
208344.458893,403200,25233.477384,0.000000,1612800,0.681971,0.758396,0.701270,0,7,2,2,34
185940.602935,403200,25402.335978,0.000000,1612800,0.684515,0.778274,0.706178,0,7,2,2,44
172282.921902,403200,25641.071065,0.000000,1612800,0.684515,0.778274,0.706178,0,7,1,1,26
149820.593248,403200,25640.089384,0.000000,1612800,0.701412,0.776592,0.722259,0,7,0,0,0
151500.928140,403200,25645.046744,0.000000,1612800,0.701412,0.776592,0.722259,0,7,0,0,0
154004.101647,403200,25669.371807,0.000000,1612800,0.701412,0.776592,0.722259,0,7,0,0,0
154084.508705,403200,25614.435834,0.000000,1612800,0.701412,0.776592,0.722259,0,7,0,0,0
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