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Jan 22nd, 2018
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  1. {
  2. "job_name": "test",
  3. "data_source": {
  4. "database": "thirty_sec_FA-m70",
  5. "features": ["data_reduction", "physical_shared", "physical_unique", "provisioned", "read_bandwidth", "read_iops", "snapshot_space", "system_space", "total_system_size", "write_bandwidth", "write_iops"],
  6. "target": "total_latency_norm"
  7. },
  8. "trained_model": {
  9. "model": "RandomForestRegressor",
  10. "params": {
  11. "n_estimators": 10,
  12. "max_depth": 4,
  13. "max_features": 3,
  14. "min_samples_leaves": 3,
  15. "min_sample_split": 3
  16. }
  17. },
  18. "learning_curve": True,
  19. "validation_curve": {
  20. "param_name": "max_depth",
  21. "param_range": [1, 2, 3, 4, 5, 6, 7, 8]
  22. }
  23. }
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