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config.yaml
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config.yaml
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ML_TRAINING:
TRAIN_SPLIT: 80
EPOCH: 10
RANDOMNESS: False
HIDDEN_LAYER:
- RELU: 27
- SIGMOID: 27
- SIGMOID: 1
INPUT:
- total_received_principal
- total_payment
- total_payment_investors
- last_payment_amnt
- interest_rate
- term
- inquiries_last_6mths
- purpose
- meet_credit_policy
- public_records
- purpose_essential
- loan_amount
- debt_to_income_ratio
- funded_amount
- annual_income
- exist_months_since_last_delinquency
- purpose_asset_type
- verification_status
- home_ownership
- months_since_last_delinquency
- address_state
- no_total_account
- installment
- no_delinquency_2yrs
- zip_code
- revolving_balance
- total_received_interest
- earliest_credit_line
KNN_TRAINING:
TRAIN_SPLIT: 80
N_NEIGHBOR: 7
RANDOMNESS: False
INPUT:
- total_received_principal
- total_payment
- total_payment_investors
- last_payment_amnt
- interest_rate
- term
- inquiries_last_6mths
- purpose
- meet_credit_policy
- public_records
- purpose_essential
- loan_amount
- debt_to_income_ratio
- funded_amount
- annual_income
- exist_months_since_last_delinquency
- purpose_asset_type
- verification_status
- home_ownership
- months_since_last_delinquency
- address_state
- no_total_account
- installment
- no_delinquency_2yrs
- zip_code
- revolving_balance
- total_received_interest
- earliest_credit_line