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- {
- "job_name": "test",
- "data_source": {
- "database": "thirty_sec_FA-m70",
- "features": ["data_reduction", "physical_shared", "physical_unique", "provisioned", "read_bandwidth", "read_iops", "snapshot_space", "system_space", "total_system_size", "write_bandwidth", "write_iops"],
- "target": "total_latency_norm"
- },
- "trained_model": {
- "model": "RandomForestRegressor",
- "params": {
- "n_estimators": 10,
- "max_depth": 4,
- "max_features": 3,
- "min_samples_leaves": 3,
- "min_sample_split": 3
- }
- },
- "learning_curve": True,
- "validation_curve": {
- "param_name": "max_depth",
- "param_range": [1, 2, 3, 4, 5, 6, 7, 8]
- }
- }
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