[ { "id": 35, "label": "Yes", "prediction": "Yes", "features": { "recency": 2.0, "frequency": 8.0, "monetary": 2000.0, "time": 28.0 }, "decision_path": [ "recency <= 6.500", "monetary > 875.000", "frequency <= 25.000", "time <= 49.500" ], "note": "The Recency - months since last donation is 2. 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": 42, "label": "Yes", "prediction": "Yes", "features": { "recency": 2.0, "frequency": 5.0, "monetary": 1250.0, "time": 16.0 }, "decision_path": [ "recency <= 6.500", "monetary > 875.000", "frequency <= 25.000", "time <= 49.500" ], "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 16.", "rationale": "only for testing" }, { "id": 43, "label": "No", "prediction": "Yes", "features": { "recency": 2.0, "frequency": 5.0, "monetary": 1250.0, "time": 16.0 }, "decision_path": [ "recency <= 6.500", "monetary > 875.000", "frequency <= 25.000", "time <= 49.500" ], "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 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 > 875.000", "frequency <= 25.000", "time <= 49.500" ], "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": 50, "label": "No", "prediction": "Yes", "features": { "recency": 2.0, "frequency": 11.0, "monetary": 2750.0, "time": 46.0 }, "decision_path": [ "recency <= 6.500", "monetary > 875.000", "frequency <= 25.000", "time <= 49.500" ], "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": 59, "label": "No", "prediction": "Yes", "features": { "recency": 3.0, "frequency": 6.0, "monetary": 1500.0, "time": 21.0 }, "decision_path": [ "recency <= 6.500", "monetary > 875.000", "frequency <= 25.000", "time <= 49.500" ], "note": "The Recency - months since last donation is 3. 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 21.", "rationale": "only for testing" }, { "id": 69, "label": "No", "prediction": "No", "features": { "recency": 1.0, "frequency": 9.0, "monetary": 2250.0, "time": 51.0 }, "decision_path": [ "recency <= 6.500", "monetary > 875.000", "frequency <= 25.000", "time > 49.500" ], "note": "The Recency - months since last donation is 1. 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 51.", "rationale": "only for testing" }, { "id": 122, "label": "Yes", "prediction": "Yes", "features": { "recency": 2.0, "frequency": 6.0, "monetary": 1500.0, "time": 41.0 }, "decision_path": [ "recency <= 6.500", "monetary > 875.000", "frequency <= 25.000", "time <= 49.500" ], "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 41.", "rationale": "only for testing" }, { "id": 124, "label": "No", "prediction": "Yes", "features": { "recency": 2.0, "frequency": 4.0, "monetary": 1000.0, "time": 26.0 }, "decision_path": [ "recency <= 6.500", "monetary > 875.000", "frequency <= 25.000", "time <= 49.500" ], "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 26.", "rationale": "only for testing" }, { "id": 126, "label": "Yes", "prediction": "Yes", "features": { "recency": 4.0, "frequency": 8.0, "monetary": 2000.0, "time": 46.0 }, "decision_path": [ "recency <= 6.500", "monetary > 875.000", "frequency <= 25.000", "time <= 49.500" ], "note": "The Recency - months since last donation is 4. 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": 145, "label": "Yes", "prediction": "No", "features": { "recency": 4.0, "frequency": 3.0, "monetary": 750.0, "time": 16.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 875.000", "time > 12.500", "time <= 24.500" ], "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 16.", "rationale": "only for testing" }, { "id": 149, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 2.0, "monetary": 500.0, "time": 11.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 875.000", "time <= 12.500", "monetary > 375.000" ], "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 11.", "rationale": "only for testing" }, { "id": 153, "label": "Yes", "prediction": "No", "features": { "recency": 2.0, "frequency": 1.0, "monetary": 250.0, "time": 2.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 875.000", "time <= 12.500", "monetary <= 375.000" ], "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": 154, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 1.0, "monetary": 250.0, "time": 2.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 875.000", "time <= 12.500", "monetary <= 375.000" ], "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": 156, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 1.0, "monetary": 250.0, "time": 2.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 875.000", "time <= 12.500", "monetary <= 375.000" ], "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": 157, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 1.0, "monetary": 250.0, "time": 2.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 875.000", "time <= 12.500", "monetary <= 375.000" ], "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": 174, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 1.0, "monetary": 250.0, "time": 2.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 875.000", "time <= 12.500", "monetary <= 375.000" ], "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": 179, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 3.0, "monetary": 750.0, "time": 22.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 875.000", "time > 12.500", "time <= 24.500" ], "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 22.", "rationale": "only for testing" }, { "id": 184, "label": "No", "prediction": "No", "features": { "recency": 13.0, "frequency": 8.0, "monetary": 2000.0, "time": 26.0 }, "decision_path": [ "recency > 6.500", "recency <= 13.500", "time <= 36.000", "time > 16.500" ], "note": "The Recency - months since last donation is 13. 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": 191, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 7.0, "monetary": 1750.0, "time": 52.0 }, "decision_path": [ "recency <= 6.500", "monetary > 875.000", "frequency <= 25.000", "time > 49.500" ], "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 52.", "rationale": "only for testing" }, { "id": 198, "label": "No", "prediction": "No", "features": { "recency": 11.0, "frequency": 7.0, "monetary": 1750.0, "time": 29.0 }, "decision_path": [ "recency > 6.500", "recency <= 13.500", "time <= 36.000", "time > 16.500" ], "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 29.", "rationale": "only for testing" }, { "id": 203, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 7.0, "monetary": 1750.0, "time": 58.0 }, "decision_path": [ "recency <= 6.500", "monetary > 875.000", "frequency <= 25.000", "time > 49.500" ], "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": 221, "label": "Yes", "prediction": "No", "features": { "recency": 4.0, "frequency": 1.0, "monetary": 250.0, "time": 4.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 875.000", "time <= 12.500", "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": 225, "label": "Yes", "prediction": "No", "features": { "recency": 4.0, "frequency": 1.0, "monetary": 250.0, "time": 4.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 875.000", "time <= 12.500", "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": 228, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 1.0, "monetary": 250.0, "time": 4.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 875.000", "time <= 12.500", "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": 240, "label": "Yes", "prediction": "No", "features": { "recency": 8.0, "frequency": 8.0, "monetary": 2000.0, "time": 52.0 }, "decision_path": [ "recency > 6.500", "recency <= 13.500", "time > 36.000", "time > 41.500" ], "note": "The Recency - months since last donation is 8. 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 52.", "rationale": "only for testing" }, { "id": 250, "label": "No", "prediction": "No", "features": { "recency": 11.0, "frequency": 2.0, "monetary": 500.0, "time": 11.0 }, "decision_path": [ "recency > 6.500", "recency <= 13.500", "time <= 36.000", "time <= 16.500" ], "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 11.", "rationale": "only for testing" }, { "id": 259, "label": "No", "prediction": "No", "features": { "recency": 12.0, "frequency": 12.0, "monetary": 3000.0, "time": 58.0 }, "decision_path": [ "recency > 6.500", "recency <= 13.500", "time > 36.000", "time > 41.500" ], "note": "The Recency - months since last donation is 12. 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 58.", "rationale": "only for testing" }, { "id": 260, "label": "No", "prediction": "Yes", "features": { "recency": 4.0, "frequency": 4.0, "monetary": 1000.0, "time": 41.0 }, "decision_path": [ "recency <= 6.500", "monetary > 875.000", "frequency <= 25.000", "time <= 49.500" ], "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 41.", "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 > 875.000", "frequency <= 25.000", "time > 49.500" ], "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": 295, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 4.0, "monetary": 1000.0, "time": 70.0 }, "decision_path": [ "recency <= 6.500", "monetary > 875.000", "frequency <= 25.000", "time > 49.500" ], "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 70.", "rationale": "only for testing" }, { "id": 302, "label": "No", "prediction": "No", "features": { "recency": 14.0, "frequency": 2.0, "monetary": 500.0, "time": 14.0 }, "decision_path": [ "recency > 6.500", "recency > 13.500", "time <= 50.500", "frequency > 1.500" ], "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": 324, "label": "No", "prediction": "No", "features": { "recency": 16.0, "frequency": 7.0, "monetary": 1750.0, "time": 38.0 }, "decision_path": [ "recency > 6.500", "recency > 13.500", "time <= 50.500", "frequency > 1.500" ], "note": "The Recency - months since last donation is 16. 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 38.", "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 <= 13.500", "time <= 36.000", "time <= 16.500" ], "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": 348, "label": "No", "prediction": "No", "features": { "recency": 11.0, "frequency": 1.0, "monetary": 250.0, "time": 11.0 }, "decision_path": [ "recency > 6.500", "recency <= 13.500", "time <= 36.000", "time <= 16.500" ], "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": 371, "label": "No", "prediction": "No", "features": { "recency": 14.0, "frequency": 3.0, "monetary": 750.0, "time": 31.0 }, "decision_path": [ "recency > 6.500", "recency > 13.500", "time <= 50.500", "frequency > 1.500" ], "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": 374, "label": "No", "prediction": "No", "features": { "recency": 14.0, "frequency": 4.0, "monetary": 1000.0, "time": 40.0 }, "decision_path": [ "recency > 6.500", "recency > 13.500", "time <= 50.500", "frequency > 1.500" ], "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 40.", "rationale": "only for testing" }, { "id": 378, "label": "No", "prediction": "No", "features": { "recency": 14.0, "frequency": 1.0, "monetary": 250.0, "time": 14.0 }, "decision_path": [ "recency > 6.500", "recency > 13.500", "time <= 50.500", "frequency <= 1.500" ], "note": "The Recency - months since last donation is 14. 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 14.", "rationale": "only for testing" }, { "id": 392, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 2.0, "monetary": 500.0, "time": 59.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 875.000", "time > 12.500", "time > 24.500" ], "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 59.", "rationale": "only for testing" }, { "id": 420, "label": "No", "prediction": "No", "features": { "recency": 21.0, "frequency": 2.0, "monetary": 500.0, "time": 23.0 }, "decision_path": [ "recency > 6.500", "recency > 13.500", "time <= 50.500", "frequency > 1.500" ], "note": "The Recency - months since last donation is 21. 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 23.", "rationale": "only for testing" }, { "id": 423, "label": "No", "prediction": "No", "features": { "recency": 21.0, "frequency": 2.0, "monetary": 500.0, "time": 23.0 }, "decision_path": [ "recency > 6.500", "recency > 13.500", "time <= 50.500", "frequency > 1.500" ], "note": "The Recency - months since last donation is 21. 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 23.", "rationale": "only for testing" }, { "id": 424, "label": "No", "prediction": "No", "features": { "recency": 14.0, "frequency": 4.0, "monetary": 1000.0, "time": 57.0 }, "decision_path": [ "recency > 6.500", "recency > 13.500", "time > 50.500", "time <= 86.500" ], "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 57.", "rationale": "only for testing" }, { "id": 433, "label": "No", "prediction": "No", "features": { "recency": 14.0, "frequency": 4.0, "monetary": 1000.0, "time": 64.0 }, "decision_path": [ "recency > 6.500", "recency > 13.500", "time > 50.500", "time <= 86.500" ], "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 64.", "rationale": "only for testing" }, { "id": 440, "label": "No", "prediction": "No", "features": { "recency": 16.0, "frequency": 3.0, "monetary": 750.0, "time": 46.0 }, "decision_path": [ "recency > 6.500", "recency > 13.500", "time <= 50.500", "frequency > 1.500" ], "note": "The Recency - months since last donation is 16. 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 46.", "rationale": "only for testing" }, { "id": 455, "label": "No", "prediction": "No", "features": { "recency": 21.0, "frequency": 1.0, "monetary": 250.0, "time": 21.0 }, "decision_path": [ "recency > 6.500", "recency > 13.500", "time <= 50.500", "frequency <= 1.500" ], "note": "The Recency - months since last donation is 21. 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 21.", "rationale": "only for testing" }, { "id": 461, "label": "No", "prediction": "No", "features": { "recency": 21.0, "frequency": 1.0, "monetary": 250.0, "time": 21.0 }, "decision_path": [ "recency > 6.500", "recency > 13.500", "time <= 50.500", "frequency <= 1.500" ], "note": "The Recency - months since last donation is 21. 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 21.", "rationale": "only for testing" }, { "id": 472, "label": "No", "prediction": "No", "features": { "recency": 23.0, "frequency": 3.0, "monetary": 750.0, "time": 41.0 }, "decision_path": [ "recency > 6.500", "recency > 13.500", "time <= 50.500", "frequency > 1.500" ], "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 41.", "rationale": "only for testing" }, { "id": 478, "label": "No", "prediction": "No", "features": { "recency": 23.0, "frequency": 1.0, "monetary": 250.0, "time": 23.0 }, "decision_path": [ "recency > 6.500", "recency > 13.500", "time <= 50.500", "frequency <= 1.500" ], "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": 493, "label": "No", "prediction": "No", "features": { "recency": 23.0, "frequency": 3.0, "monetary": 750.0, "time": 89.0 }, "decision_path": [ "recency > 6.500", "recency > 13.500", "time > 50.500", "time > 86.500" ], "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 89.", "rationale": "only for testing" }, { "id": 501, "label": "Yes", "prediction": "Yes", "features": { "recency": 6.0, "frequency": 22.0, "monetary": 5500.0, "time": 28.0 }, "decision_path": [ "recency <= 6.500", "monetary > 875.000", "frequency <= 25.000", "time <= 49.500" ], "note": "The Recency - months since last donation is 6. The Frequency - total number of donation is 22. The Monetary - total blood donated in c.c. is 5500. The Time - months since first donation is 28.", "rationale": "only for testing" }, { "id": 528, "label": "No", "prediction": "No", "features": { "recency": 5.0, "frequency": 24.0, "monetary": 6000.0, "time": 79.0 }, "decision_path": [ "recency <= 6.500", "monetary > 875.000", "frequency <= 25.000", "time > 49.500" ], "note": "The Recency - months since last donation is 5. 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 79.", "rationale": "only for testing" }, { "id": 535, "label": "Yes", "prediction": "Yes", "features": { "recency": 4.0, "frequency": 5.0, "monetary": 1250.0, "time": 16.0 }, "decision_path": [ "recency <= 6.500", "monetary > 875.000", "frequency <= 25.000", "time <= 49.500" ], "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 16.", "rationale": "only for testing" }, { "id": 538, "label": "Yes", "prediction": "Yes", "features": { "recency": 2.0, "frequency": 8.0, "monetary": 2000.0, "time": 38.0 }, "decision_path": [ "recency <= 6.500", "monetary > 875.000", "frequency <= 25.000", "time <= 49.500" ], "note": "The Recency - months since last donation is 2. 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 38.", "rationale": "only for testing" }, { "id": 539, "label": "Yes", "prediction": "No", "features": { "recency": 2.0, "frequency": 2.0, "monetary": 500.0, "time": 4.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 875.000", "time <= 12.500", "monetary > 375.000" ], "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 4.", "rationale": "only for testing" }, { "id": 551, "label": "Yes", "prediction": "Yes", "features": { "recency": 2.0, "frequency": 6.0, "monetary": 1500.0, "time": 35.0 }, "decision_path": [ "recency <= 6.500", "monetary > 875.000", "frequency <= 25.000", "time <= 49.500" ], "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 35.", "rationale": "only for testing" }, { "id": 556, "label": "No", "prediction": "Yes", "features": { "recency": 5.0, "frequency": 6.0, "monetary": 1500.0, "time": 28.0 }, "decision_path": [ "recency <= 6.500", "monetary > 875.000", "frequency <= 25.000", "time <= 49.500" ], "note": "The Recency - months since last donation is 5. 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": 578, "label": "No", "prediction": "No", "features": { "recency": 11.0, "frequency": 5.0, "monetary": 1250.0, "time": 18.0 }, "decision_path": [ "recency > 6.500", "recency <= 13.500", "time <= 36.000", "time > 16.500" ], "note": "The Recency - months since last donation is 11. 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 18.", "rationale": "only for testing" }, { "id": 581, "label": "Yes", "prediction": "No", "features": { "recency": 2.0, "frequency": 1.0, "monetary": 250.0, "time": 2.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 875.000", "time <= 12.500", "monetary <= 375.000" ], "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": 586, "label": "Yes", "prediction": "No", "features": { "recency": 2.0, "frequency": 1.0, "monetary": 250.0, "time": 2.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 875.000", "time <= 12.500", "monetary <= 375.000" ], "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": 602, "label": "No", "prediction": "No", "features": { "recency": 9.0, "frequency": 3.0, "monetary": 750.0, "time": 14.0 }, "decision_path": [ "recency > 6.500", "recency <= 13.500", "time <= 36.000", "time <= 16.500" ], "note": "The Recency - months since last donation is 9. 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": 614, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 1.0, "monetary": 250.0, "time": 4.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 875.000", "time <= 12.500", "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": 616, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 1.0, "monetary": 250.0, "time": 4.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 875.000", "time <= 12.500", "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": 623, "label": "No", "prediction": "No", "features": { "recency": 11.0, "frequency": 6.0, "monetary": 1500.0, "time": 28.0 }, "decision_path": [ "recency > 6.500", "recency <= 13.500", "time <= 36.000", "time > 16.500" ], "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 28.", "rationale": "only for testing" }, { "id": 631, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 2.0, "monetary": 500.0, "time": 22.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 875.000", "time > 12.500", "time <= 24.500" ], "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 22.", "rationale": "only for testing" }, { "id": 632, "label": "No", "prediction": "No", "features": { "recency": 6.0, "frequency": 3.0, "monetary": 750.0, "time": 26.0 }, "decision_path": [ "recency <= 6.500", "monetary <= 875.000", "time > 12.500", "time > 24.500" ], "note": "The Recency - months since last donation is 6. 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 26.", "rationale": "only for testing" }, { "id": 634, "label": "No", "prediction": "No", "features": { "recency": 13.0, "frequency": 3.0, "monetary": 750.0, "time": 16.0 }, "decision_path": [ "recency > 6.500", "recency <= 13.500", "time <= 36.000", "time <= 16.500" ], "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 16.", "rationale": "only for testing" }, { "id": 640, "label": "Yes", "prediction": "No", "features": { "recency": 11.0, "frequency": 8.0, "monetary": 2000.0, "time": 52.0 }, "decision_path": [ "recency > 6.500", "recency <= 13.500", "time > 36.000", "time > 41.500" ], "note": "The Recency - months since last donation is 11. 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 52.", "rationale": "only for testing" }, { "id": 658, "label": "No", "prediction": "No", "features": { "recency": 11.0, "frequency": 3.0, "monetary": 750.0, "time": 26.0 }, "decision_path": [ "recency > 6.500", "recency <= 13.500", "time <= 36.000", "time > 16.500" ], "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 26.", "rationale": "only for testing" }, { "id": 672, "label": "No", "prediction": "No", "features": { "recency": 16.0, "frequency": 15.0, "monetary": 3750.0, "time": 87.0 }, "decision_path": [ "recency > 6.500", "recency > 13.500", "time > 50.500", "time > 86.500" ], "note": "The Recency - months since last donation is 16. The Frequency - total number of donation is 15. The Monetary - total blood donated in c.c. is 3750. The Time - months since first donation is 87.", "rationale": "only for testing" }, { "id": 683, "label": "No", "prediction": "No", "features": { "recency": 11.0, "frequency": 3.0, "monetary": 750.0, "time": 37.0 }, "decision_path": [ "recency > 6.500", "recency <= 13.500", "time > 36.000", "time <= 41.500" ], "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 37.", "rationale": "only for testing" }, { "id": 684, "label": "No", "prediction": "No", "features": { "recency": 16.0, "frequency": 4.0, "monetary": 1000.0, "time": 33.0 }, "decision_path": [ "recency > 6.500", "recency > 13.500", "time <= 50.500", "frequency > 1.500" ], "note": "The Recency - months since last donation is 16. 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 33.", "rationale": "only for testing" }, { "id": 686, "label": "No", "prediction": "No", "features": { "recency": 13.0, "frequency": 7.0, "monetary": 1750.0, "time": 76.0 }, "decision_path": [ "recency > 6.500", "recency <= 13.500", "time > 36.000", "time > 41.500" ], "note": "The Recency - months since last donation is 13. 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": 695, "label": "Yes", "prediction": "No", "features": { "recency": 17.0, "frequency": 7.0, "monetary": 1750.0, "time": 58.0 }, "decision_path": [ "recency > 6.500", "recency > 13.500", "time > 50.500", "time <= 86.500" ], "note": "The Recency - months since last donation is 17. 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": 710, "label": "No", "prediction": "No", "features": { "recency": 23.0, "frequency": 2.0, "monetary": 500.0, "time": 23.0 }, "decision_path": [ "recency > 6.500", "recency > 13.500", "time <= 50.500", "frequency > 1.500" ], "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 23.", "rationale": "only for testing" }, { "id": 743, "label": "No", "prediction": "No", "features": { "recency": 23.0, "frequency": 2.0, "monetary": 500.0, "time": 38.0 }, "decision_path": [ "recency > 6.500", "recency > 13.500", "time <= 50.500", "frequency > 1.500" ], "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 38.", "rationale": "only for testing" } ]