[ { "id": 4, "label": "No", "prediction": "Yes", "features": { "recency": 1.0, "frequency": 24.0, "monetary": 6000.0, "time": 77.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time > 42.500", "frequency > 11.500", "monetary <= 6250.000", "time <= 77.500" ], "note": "The Recency - months since last donation is 1. The Frequency - total number of donation is 24. The Monetary - total blood donated in c.c. is 6000. The Time - months since first donation is 77.", "rationale": "only for testing" }, { "id": 9, "label": "Yes", "prediction": "Yes", "features": { "recency": 5.0, "frequency": 46.0, "monetary": 11500.0, "time": 98.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time > 42.500", "frequency > 11.500", "monetary > 6250.000" ], "note": "The Recency - months since last donation is 5. The Frequency - total number of donation is 46. The Monetary - total blood donated in c.c. is 11500. The Time - months since first donation is 98.", "rationale": "only for testing" }, { "id": 14, "label": "Yes", "prediction": "Yes", "features": { "recency": 2.0, "frequency": 6.0, "monetary": 1500.0, "time": 15.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time <= 42.500", "time <= 15.500" ], "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 15.", "rationale": "only for testing" }, { "id": 26, "label": "No", "prediction": "Yes", "features": { "recency": 4.0, "frequency": 6.0, "monetary": 1500.0, "time": 14.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time <= 42.500", "time <= 15.500" ], "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 14.", "rationale": "only for testing" }, { "id": 37, "label": "Yes", "prediction": "Yes", "features": { "recency": 4.0, "frequency": 6.0, "monetary": 1500.0, "time": 16.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time <= 42.500", "time > 15.500", "frequency <= 6.500", "time <= 18.500" ], "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 16.", "rationale": "only for testing" }, { "id": 46, "label": "No", "prediction": "Yes", "features": { "recency": 2.0, "frequency": 9.0, "monetary": 2250.0, "time": 36.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time <= 42.500", "time > 15.500", "frequency > 6.500", "time > 30.500" ], "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 9. The Monetary - total blood donated in c.c. is 2250. The Time - months since first donation is 36.", "rationale": "only for testing" }, { "id": 51, "label": "Yes", "prediction": "Yes", "features": { "recency": 2.0, "frequency": 11.0, "monetary": 2750.0, "time": 46.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time > 42.500", "frequency <= 11.500", "time <= 48.500", "monetary > 1625.000" ], "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 11. The Monetary - total blood donated in c.c. is 2750. The Time - months since first donation is 46.", "rationale": "only for testing" }, { "id": 70, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 4.0, "monetary": 1000.0, "time": 16.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 1125.000", "time > 2.500", "time <= 17.000", "recency <= 3.500", "time > 12.500" ], "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 16.", "rationale": "only for testing" }, { "id": 80, "label": "Yes", "prediction": "No", "features": { "recency": 4.0, "frequency": 6.0, "monetary": 1500.0, "time": 23.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time <= 42.500", "time > 15.500", "frequency <= 6.500", "time > 18.500" ], "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 23.", "rationale": "only for testing" }, { "id": 86, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 2.0, "monetary": 500.0, "time": 4.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 1125.000", "time > 2.500", "time <= 17.000", "recency > 3.500", "monetary > 375.000" ], "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 4.", "rationale": "only for testing" }, { "id": 98, "label": "Yes", "prediction": "No", "features": { "recency": 4.0, "frequency": 4.0, "monetary": 1000.0, "time": 14.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 1125.000", "time > 2.500", "time <= 17.000", "recency > 3.500", "monetary > 375.000" ], "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 14.", "rationale": "only for testing" }, { "id": 106, "label": "No", "prediction": "No", "features": { "recency": 0.0, "frequency": 8.0, "monetary": 2000.0, "time": 59.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time > 42.500", "frequency <= 11.500", "time > 48.500", "time > 57.500" ], "note": "The Recency - months since last donation is 0. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 59.", "rationale": "only for testing" }, { "id": 112, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 5.0, "monetary": 1250.0, "time": 23.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time <= 42.500", "time > 15.500", "frequency <= 6.500", "time > 18.500" ], "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 23.", "rationale": "only for testing" }, { "id": 114, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 12.0, "monetary": 3000.0, "time": 82.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time > 42.500", "frequency > 11.500", "monetary <= 6250.000", "time > 77.500" ], "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 12. The Monetary - total blood donated in c.c. is 3000. The Time - months since first donation is 82.", "rationale": "only for testing" }, { "id": 123, "label": "Yes", "prediction": "No", "features": { "recency": 2.0, "frequency": 5.0, "monetary": 1250.0, "time": 33.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time <= 42.500", "time > 15.500", "frequency <= 6.500", "time > 18.500" ], "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 33.", "rationale": "only for testing" }, { "id": 131, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 12.0, "monetary": 3000.0, "time": 95.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time > 42.500", "frequency > 11.500", "monetary <= 6250.000", "time > 77.500" ], "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 12. The Monetary - total blood donated in c.c. is 3000. The Time - months since first donation is 95.", "rationale": "only for testing" }, { "id": 144, "label": "Yes", "prediction": "No", "features": { "recency": 4.0, "frequency": 2.0, "monetary": 500.0, "time": 9.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 1125.000", "time > 2.500", "time <= 17.000", "recency > 3.500", "monetary > 375.000" ], "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 9.", "rationale": "only for testing" }, { "id": 155, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 1.0, "monetary": 250.0, "time": 2.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 1125.000", "time <= 2.500" ], "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.", "rationale": "only for testing" }, { "id": 167, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 1.0, "monetary": 250.0, "time": 2.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 1125.000", "time <= 2.500" ], "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.", "rationale": "only for testing" }, { "id": 201, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 7.0, "monetary": 1750.0, "time": 58.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time > 42.500", "frequency <= 11.500", "time > 48.500", "time > 57.500" ], "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 58.", "rationale": "only for testing" }, { "id": 205, "label": "No", "prediction": "No", "features": { "recency": 11.0, "frequency": 6.0, "monetary": 1500.0, "time": 26.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time > 18.500", "monetary <= 1625.000", "time <= 40.500", "time <= 36.000" ], "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 26.", "rationale": "only for testing" }, { "id": 206, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 2.0, "monetary": 500.0, "time": 16.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 1125.000", "time > 2.500", "time <= 17.000", "recency <= 3.500", "time > 12.500" ], "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 16.", "rationale": "only for testing" }, { "id": 207, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 7.0, "monetary": 1750.0, "time": 76.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time > 42.500", "frequency <= 11.500", "time > 48.500", "time > 57.500" ], "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 76.", "rationale": "only for testing" }, { "id": 215, "label": "Yes", "prediction": "No", "features": { "recency": 4.0, "frequency": 1.0, "monetary": 250.0, "time": 4.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 1125.000", "time > 2.500", "time <= 17.000", "recency > 3.500", "monetary <= 375.000" ], "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 4.", "rationale": "only for testing" }, { "id": 226, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 1.0, "monetary": 250.0, "time": 4.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 1125.000", "time > 2.500", "time <= 17.000", "recency > 3.500", "monetary <= 375.000" ], "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 4.", "rationale": "only for testing" }, { "id": 230, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 1.0, "monetary": 250.0, "time": 4.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 1125.000", "time > 2.500", "time <= 17.000", "recency > 3.500", "monetary <= 375.000" ], "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 4.", "rationale": "only for testing" }, { "id": 237, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 2.0, "monetary": 500.0, "time": 14.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 1125.000", "time > 2.500", "time <= 17.000", "recency > 3.500", "monetary > 375.000" ], "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 14.", "rationale": "only for testing" }, { "id": 253, "label": "Yes", "prediction": "No", "features": { "recency": 11.0, "frequency": 3.0, "monetary": 750.0, "time": 16.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time <= 18.500", "recency <= 12.500", "recency > 10.500", "time > 12.500" ], "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 16.", "rationale": "only for testing" }, { "id": 256, "label": "No", "prediction": "No", "features": { "recency": 16.0, "frequency": 8.0, "monetary": 2000.0, "time": 28.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time > 18.500", "monetary > 1625.000", "time <= 48.500", "recency > 11.500" ], "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 28.", "rationale": "only for testing" }, { "id": 264, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 5.0, "monetary": 1250.0, "time": 58.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time > 42.500", "frequency <= 11.500", "time > 48.500", "time > 57.500" ], "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 58.", "rationale": "only for testing" }, { "id": 268, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 7.0, "monetary": 1750.0, "time": 82.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time > 42.500", "frequency <= 11.500", "time > 48.500", "time > 57.500" ], "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 82.", "rationale": "only for testing" }, { "id": 275, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 4.0, "monetary": 1000.0, "time": 46.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 1125.000", "time > 2.500", "time > 17.000", "time > 24.500", "frequency > 2.500" ], "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 46.", "rationale": "only for testing" }, { "id": 277, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 3.0, "monetary": 750.0, "time": 34.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 1125.000", "time > 2.500", "time > 17.000", "time > 24.500", "frequency > 2.500" ], "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 34.", "rationale": "only for testing" }, { "id": 282, "label": "No", "prediction": "No", "features": { "recency": 14.0, "frequency": 5.0, "monetary": 1250.0, "time": 26.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time > 18.500", "monetary <= 1625.000", "time <= 40.500", "time <= 36.000" ], "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 26.", "rationale": "only for testing" }, { "id": 321, "label": "Yes", "prediction": "No", "features": { "recency": 9.0, "frequency": 5.0, "monetary": 1250.0, "time": 51.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time > 18.500", "monetary <= 1625.000", "time > 40.500" ], "note": "The Recency - months since last donation is 9. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 51.", "rationale": "only for testing" }, { "id": 325, "label": "No", "prediction": "No", "features": { "recency": 14.0, "frequency": 2.0, "monetary": 500.0, "time": 16.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time <= 18.500", "recency > 12.500" ], "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 16.", "rationale": "only for testing" }, { "id": 327, "label": "No", "prediction": "No", "features": { "recency": 14.0, "frequency": 16.0, "monetary": 4000.0, "time": 98.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time > 18.500", "monetary > 1625.000", "time > 48.500", "time > 55.500" ], "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 16. The Monetary - total blood donated in c.c. is 4000. The Time - months since first donation is 98.", "rationale": "only for testing" }, { "id": 328, "label": "Yes", "prediction": "No", "features": { "recency": 14.0, "frequency": 4.0, "monetary": 1000.0, "time": 28.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time > 18.500", "monetary <= 1625.000", "time <= 40.500", "time <= 36.000" ], "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 28.", "rationale": "only for testing" }, { "id": 344, "label": "No", "prediction": "No", "features": { "recency": 11.0, "frequency": 1.0, "monetary": 250.0, "time": 11.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time <= 18.500", "recency <= 12.500", "recency > 10.500", "time <= 12.500" ], "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 11.", "rationale": "only for testing" }, { "id": 358, "label": "No", "prediction": "No", "features": { "recency": 9.0, "frequency": 2.0, "monetary": 500.0, "time": 26.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time > 18.500", "monetary <= 1625.000", "time <= 40.500", "time <= 36.000" ], "note": "The Recency - months since last donation is 9. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 26.", "rationale": "only for testing" }, { "id": 363, "label": "No", "prediction": "No", "features": { "recency": 21.0, "frequency": 13.0, "monetary": 3250.0, "time": 57.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time > 18.500", "monetary > 1625.000", "time > 48.500", "time > 55.500" ], "note": "The Recency - months since last donation is 21. The Frequency - total number of donation is 13. The Monetary - total blood donated in c.c. is 3250. The Time - months since first donation is 57.", "rationale": "only for testing" }, { "id": 371, "label": "No", "prediction": "No", "features": { "recency": 14.0, "frequency": 3.0, "monetary": 750.0, "time": 31.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time > 18.500", "monetary <= 1625.000", "time <= 40.500", "time <= 36.000" ], "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 31.", "rationale": "only for testing" }, { "id": 376, "label": "No", "prediction": "No", "features": { "recency": 14.0, "frequency": 5.0, "monetary": 1250.0, "time": 50.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time > 18.500", "monetary <= 1625.000", "time > 40.500" ], "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 50.", "rationale": "only for testing" }, { "id": 385, "label": "No", "prediction": "No", "features": { "recency": 14.0, "frequency": 7.0, "monetary": 1750.0, "time": 72.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time > 18.500", "monetary > 1625.000", "time > 48.500", "time > 55.500" ], "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 72.", "rationale": "only for testing" }, { "id": 410, "label": "No", "prediction": "No", "features": { "recency": 16.0, "frequency": 1.0, "monetary": 250.0, "time": 16.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time <= 18.500", "recency > 12.500" ], "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 16.", "rationale": "only for testing" }, { "id": 430, "label": "No", "prediction": "No", "features": { "recency": 9.0, "frequency": 2.0, "monetary": 500.0, "time": 52.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time > 18.500", "monetary <= 1625.000", "time > 40.500" ], "note": "The Recency - months since last donation is 9. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 52.", "rationale": "only for testing" }, { "id": 443, "label": "No", "prediction": "No", "features": { "recency": 11.0, "frequency": 3.0, "monetary": 750.0, "time": 76.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time > 18.500", "monetary <= 1625.000", "time > 40.500" ], "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 76.", "rationale": "only for testing" }, { "id": 446, "label": "No", "prediction": "No", "features": { "recency": 23.0, "frequency": 2.0, "monetary": 500.0, "time": 26.0 }, "decision_path": [ "recency > 6.500", "recency > 22.500", "time > 24.500" ], "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 26.", "rationale": "only for testing" }, { "id": 469, "label": "No", "prediction": "No", "features": { "recency": 11.0, "frequency": 2.0, "monetary": 500.0, "time": 70.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time > 18.500", "monetary <= 1625.000", "time > 40.500" ], "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 70.", "rationale": "only for testing" }, { "id": 499, "label": "No", "prediction": "No", "features": { "recency": 74.0, "frequency": 1.0, "monetary": 250.0, "time": 74.0 }, "decision_path": [ "recency > 6.500", "recency > 22.500", "time > 24.500" ], "note": "The Recency - months since last donation is 74. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 74.", "rationale": "only for testing" }, { "id": 510, "label": "Yes", "prediction": "No", "features": { "recency": 4.0, "frequency": 4.0, "monetary": 1000.0, "time": 4.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 1125.000", "time > 2.500", "time <= 17.000", "recency > 3.500", "monetary > 375.000" ], "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 4.", "rationale": "only for testing" }, { "id": 515, "label": "No", "prediction": "Yes", "features": { "recency": 4.0, "frequency": 6.0, "monetary": 1500.0, "time": 14.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time <= 42.500", "time <= 15.500" ], "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 14.", "rationale": "only for testing" }, { "id": 516, "label": "Yes", "prediction": "Yes", "features": { "recency": 3.0, "frequency": 5.0, "monetary": 1250.0, "time": 12.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time <= 42.500", "time <= 15.500" ], "note": "The Recency - months since last donation is 3. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 12.", "rationale": "only for testing" }, { "id": 533, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 4.0, "monetary": 1000.0, "time": 14.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 1125.000", "time > 2.500", "time <= 17.000", "recency <= 3.500", "time > 12.500" ], "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 4. The Monetary - total blood donated in c.c. is 1000. The Time - months since first donation is 14.", "rationale": "only for testing" }, { "id": 534, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 6.0, "monetary": 1500.0, "time": 26.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time <= 42.500", "time > 15.500", "frequency <= 6.500", "time > 18.500" ], "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 26.", "rationale": "only for testing" }, { "id": 537, "label": "Yes", "prediction": "No", "features": { "recency": 2.0, "frequency": 6.0, "monetary": 1500.0, "time": 26.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time <= 42.500", "time > 15.500", "frequency <= 6.500", "time > 18.500" ], "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 26.", "rationale": "only for testing" }, { "id": 552, "label": "Yes", "prediction": "No", "features": { "recency": 4.0, "frequency": 6.0, "monetary": 1500.0, "time": 28.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time <= 42.500", "time > 15.500", "frequency <= 6.500", "time > 18.500" ], "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 6. The Monetary - total blood donated in c.c. is 1500. The Time - months since first donation is 28.", "rationale": "only for testing" }, { "id": 567, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 9.0, "monetary": 2250.0, "time": 55.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time > 42.500", "frequency <= 11.500", "time > 48.500", "time <= 57.500" ], "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 9. The Monetary - total blood donated in c.c. is 2250. The Time - months since first donation is 55.", "rationale": "only for testing" }, { "id": 583, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 1.0, "monetary": 250.0, "time": 2.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 1125.000", "time <= 2.500" ], "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.", "rationale": "only for testing" }, { "id": 588, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 1.0, "monetary": 250.0, "time": 2.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 1125.000", "time <= 2.500" ], "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 2.", "rationale": "only for testing" }, { "id": 603, "label": "No", "prediction": "No", "features": { "recency": 14.0, "frequency": 8.0, "monetary": 2000.0, "time": 26.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time > 18.500", "monetary > 1625.000", "time <= 48.500", "recency > 11.500" ], "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 26.", "rationale": "only for testing" }, { "id": 607, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 7.0, "monetary": 1750.0, "time": 77.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time > 42.500", "frequency <= 11.500", "time > 48.500", "time > 57.500" ], "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 77.", "rationale": "only for testing" }, { "id": 610, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 1.0, "monetary": 250.0, "time": 4.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 1125.000", "time > 2.500", "time <= 17.000", "recency > 3.500", "monetary <= 375.000" ], "note": "The Recency - months since last donation is 4. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 4.", "rationale": "only for testing" }, { "id": 624, "label": "Yes", "prediction": "No", "features": { "recency": 13.0, "frequency": 3.0, "monetary": 750.0, "time": 14.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time <= 18.500", "recency > 12.500" ], "note": "The Recency - months since last donation is 13. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 14.", "rationale": "only for testing" }, { "id": 628, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 5.0, "monetary": 1250.0, "time": 63.0 }, "decision_path": [ "recency <= 6.500", "monetary > 1125.000", "time > 42.500", "frequency <= 11.500", "time > 48.500", "time > 57.500" ], "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 5. The Monetary - total blood donated in c.c. is 1250. The Time - months since first donation is 63.", "rationale": "only for testing" }, { "id": 644, "label": "Yes", "prediction": "No", "features": { "recency": 14.0, "frequency": 2.0, "monetary": 500.0, "time": 14.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time <= 18.500", "recency > 12.500" ], "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 14.", "rationale": "only for testing" }, { "id": 649, "label": "No", "prediction": "No", "features": { "recency": 14.0, "frequency": 8.0, "monetary": 2000.0, "time": 46.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time > 18.500", "monetary > 1625.000", "time <= 48.500", "recency > 11.500" ], "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 46.", "rationale": "only for testing" }, { "id": 657, "label": "No", "prediction": "Yes", "features": { "recency": 14.0, "frequency": 8.0, "monetary": 2000.0, "time": 50.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time > 18.500", "monetary > 1625.000", "time > 48.500", "time <= 55.500" ], "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 8. The Monetary - total blood donated in c.c. is 2000. The Time - months since first donation is 50.", "rationale": "only for testing" }, { "id": 670, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 3.0, "monetary": 750.0, "time": 77.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 1125.000", "time > 2.500", "time > 17.000", "time > 24.500", "frequency > 2.500" ], "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 77.", "rationale": "only for testing" }, { "id": 678, "label": "No", "prediction": "No", "features": { "recency": 11.0, "frequency": 7.0, "monetary": 1750.0, "time": 75.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time > 18.500", "monetary > 1625.000", "time > 48.500", "time > 55.500" ], "note": "The Recency - months since last donation is 11. The Frequency - total number of donation is 7. The Monetary - total blood donated in c.c. is 1750. The Time - months since first donation is 75.", "rationale": "only for testing" }, { "id": 704, "label": "No", "prediction": "No", "features": { "recency": 16.0, "frequency": 1.0, "monetary": 250.0, "time": 16.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time <= 18.500", "recency > 12.500" ], "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 16.", "rationale": "only for testing" }, { "id": 706, "label": "No", "prediction": "No", "features": { "recency": 14.0, "frequency": 2.0, "monetary": 500.0, "time": 29.0 }, "decision_path": [ "recency > 6.500", "recency <= 22.500", "time > 18.500", "monetary <= 1625.000", "time <= 40.500", "time <= 36.000" ], "note": "The Recency - months since last donation is 14. The Frequency - total number of donation is 2. The Monetary - total blood donated in c.c. is 500. The Time - months since first donation is 29.", "rationale": "only for testing" }, { "id": 736, "label": "No", "prediction": "No", "features": { "recency": 23.0, "frequency": 1.0, "monetary": 250.0, "time": 23.0 }, "decision_path": [ "recency > 6.500", "recency > 22.500", "time <= 24.500" ], "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 23.", "rationale": "only for testing" }, { "id": 745, "label": "No", "prediction": "No", "features": { "recency": 23.0, "frequency": 3.0, "monetary": 750.0, "time": 62.0 }, "decision_path": [ "recency > 6.500", "recency > 22.500", "time > 24.500" ], "note": "The Recency - months since last donation is 23. The Frequency - total number of donation is 3. The Monetary - total blood donated in c.c. is 750. The Time - months since first donation is 62.", "rationale": "only for testing" }, { "id": 746, "label": "No", "prediction": "No", "features": { "recency": 39.0, "frequency": 1.0, "monetary": 250.0, "time": 39.0 }, "decision_path": [ "recency > 6.500", "recency > 22.500", "time > 24.500" ], "note": "The Recency - months since last donation is 39. The Frequency - total number of donation is 1. The Monetary - total blood donated in c.c. is 250. The Time - months since first donation is 39.", "rationale": "only for testing" } ]