Databricks Model Serving

System Replacement Prediction Test

Model Features JSON

{
  "f06_minimum_months_since_job_estimate": 6,
  "f06_total_months_since_job_estimate": 24,
  "f06_average_months_since_job_estimate": 12,
  "f06_maximum_months_since_job_estimate": 18,
  "eng_composite_risk_score": 0.5,
  "eng_old_rtu_past_uselife": 0,
  "f03_is_system_type_rooftopunit_max_system_no_under_contract_and_over_20_years_old": 0,
  "eng_age_x_past_uselife": 0,
  "f09_client_type_transaction_count": 10,
  "f10_county_transaction_count": 10,
  "f03_maximum_system_no_under_contract_and_past_uselife": 0,
  "eng_old_rtu_with_service": 0,
  "f10_county_average_revenue": 1000,
  "f10_county_revenue_10_tile": 5,
  "f17_count_of_cooling_or_compressor_related_completed_service_orders": 1,
  "eng_has_job_estimate": 1,
  "f11_count_of_cooling_or_compressor_related_completed_service_orders": 1,
  "f07_total_refrigerant_quantity_for_any_r410a_type": 0,
  "f08_city_transaction_count": 10,
  "f11_highest_fee_for_repair_related_completed_service_orders": 500,
  "f09_client_type_revenue_decile": 5,
  "f17_highest_fee_for_repair_related_completed_service_orders": 500,
  "eng_cooling_service_rate_per_year": 0.1,
  "f05_months_since_purchase": 120,
  "f09_client_type_maximum_revenue": 5000,
  "f09_client_type_average_revenue": 1000,
  "f08_city_average_revenue": 1000,
  "f23_total_total_of_repair_dollar_amount": 2500,
  "f29_total_total_of_repair_dollar_amount": 2500,
  "f08_city_standard_deviation_revenue": 500
}