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mid difficulty dataset
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coffeeBeansz authored Apr 2, 2024
1 parent 4f2bb91 commit 48f90e8
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count,min_balance,max_balance,country,business_type,bank_id
100000,1000,100000,SWE,I,bank
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count,type,schedule_id,min_accounts,max_accounts,min_amount,max_amount,min_period,max_period,bank_id,is_sar,source_type
75,fan_out,2,7,7,100,1000,1,365,bank,True,CASH
75,fan_in,2,7,7,100,1000,1,365,bank,True,CASH
75,cycle,2,7,7,100,1000,1,365,bank,True,CASH
75,bipartite,2,7,7,100,1000,1,365,bank,True,CASH
75,stack,2,7,7,100,1000,1,365,bank,True,CASH
75,scatter_gather,2,7,7,100,1000,1,365,bank,True,CASH
75,gather_scatter,2,7,7,100,1000,1,365,bank,True,CASH
75,fan_in,2,4,4,100,1000,1,365,bank,True,CASH
75,fan_out,2,4,4,100,1000,1,365,bank,True,CASH
75,cycle,2,4,4,100,1000,1,365,bank,True,CASH
70 changes: 70 additions & 0 deletions AMLsim/paramFiles/100K_accts_MID5/100K_accts_MID5/conf.json
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{
"general": {
"random_seed": 0,
"simulation_name": "100K_accts_MID5",
"total_steps": 367
},
"default": {
"min_amount": 1,
"max_amount": 150000,
"mean_amount": 637,
"std_amount": 500,
"mean_amount_sar": 1300,
"std_amount_sar": 900,
"prob_income": 0.1,
"mean_income": 400,
"std_income": 250,
"prob_income_sar": 0.1,
"mean_income_sar": 850,
"std_income_sar": 1000,
"mean_outcome": 200.0,
"std_outcome": 500.0,
"mean_outcome_sar": 600.0,
"std_outcome_sar": 850.0,
"mean_phone_change_frequency": 1460,
"std_phone_change_frequency": 365,
"mean_phone_change_frequency_sar": 800,
"std_phone_change_frequency_sar": 200,
"mean_bank_change_frequency": 1460,
"std_bank_change_frequency": 1,
"mean_bank_change_frequency_sar": 1460,
"std_bank_change_frequency_sar": 1,
"margin_ratio": 0.1
},
"input": {
"directory": "paramFiles/100K_accts_MID5",
"schema": "schema.json",
"accounts": "accounts.csv",
"alert_patterns": "alertPatterns.csv",
"normal_models": "normalModels.csv",
"degree": "degree.csv",
"transaction_type": "transactionType.csv",
"is_aggregated_accounts": true
},
"temporal": {
"directory": "tmp",
"transactions": "transactions.csv",
"accounts": "accounts.csv",
"alert_members": "alert_members.csv",
"normal_models": "normal_models.csv"
},
"output": {
"directory": "outputs",
"transaction_log": "tx_log.csv",
"node_log": "node_log.csv",
"noise_log": "noise_log.csv"
},
"graph_generator": {
"degree_threshold": 1
},
"simulator": {
"transaction_limit": 100000,
"transaction_interval": 7,
"sar_interval": 7
},
"scale-free": {
"gamma": 2.0,
"loc": 1.0,
"scale": 1.0
}
}
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