[ { "id": 4, "label": "No", "prediction": "No", "features": { "recency": 1.0, "frequency": 24.0, "monetary": 6000.0, "time": 77.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time > 38.500", "frequency > 18.000", "monetary > 5500.000", "monetary <= 6250.000" ], "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": 33, "label": "Yes", "prediction": "Yes", "features": { "recency": 4.0, "frequency": 9.0, "monetary": 2250.0, "time": 26.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time <= 38.500", "time > 15.500", "monetary > 1375.000", "frequency <= 10.500" ], "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 26.", "rationale": "only for testing" }, { "id": 38, "label": "Yes", "prediction": "No", "features": { "recency": 2.0, "frequency": 14.0, "monetary": 3500.0, "time": 57.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time > 38.500", "frequency <= 18.000", "time > 49.500", "monetary > 2625.000" ], "note": "The Recency - months since last donation is 2. The Frequency - total number of donation is 14. The Monetary - total blood donated in c.c. is 3500. The Time - months since first donation is 57.", "rationale": "only for testing" }, { "id": 42, "label": "Yes", "prediction": "No", "features": { "recency": 2.0, "frequency": 5.0, "monetary": 1250.0, "time": 16.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time <= 38.500", "time > 15.500", "monetary <= 1375.000", "recency <= 3.500" ], "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": 57, "label": "Yes", "prediction": "Yes", "features": { "recency": 2.0, "frequency": 7.0, "monetary": 1750.0, "time": 28.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time <= 38.500", "time > 15.500", "monetary > 1375.000", "frequency <= 10.500" ], "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 28.", "rationale": "only for testing" }, { "id": 68, "label": "No", "prediction": "Yes", "features": { "recency": 4.0, "frequency": 7.0, "monetary": 1750.0, "time": 25.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time <= 38.500", "time > 15.500", "monetary > 1375.000", "frequency <= 10.500" ], "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 25.", "rationale": "only for testing" }, { "id": 88, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 2.0, "monetary": 500.0, "time": 4.0 }, "decision_path": [ "recency <= 6.500", "frequency <= 4.500", "time <= 51.500", "monetary <= 625.000", "time <= 12.000", "time <= 6.500" ], "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 4.", "rationale": "only for testing" }, { "id": 103, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 5.0, "monetary": 1250.0, "time": 26.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time <= 38.500", "time > 15.500", "monetary <= 1375.000", "recency <= 3.500" ], "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 26.", "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", "frequency > 4.500", "time > 38.500", "frequency <= 18.000", "time > 49.500", "monetary <= 2625.000" ], "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": 111, "label": "No", "prediction": "Yes", "features": { "recency": 4.0, "frequency": 9.0, "monetary": 2250.0, "time": 46.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time > 38.500", "frequency <= 18.000", "time <= 49.500", "monetary > 1625.000" ], "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 46.", "rationale": "only for testing" }, { "id": 112, "label": "No", "prediction": "Yes", "features": { "recency": 4.0, "frequency": 5.0, "monetary": 1250.0, "time": 23.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time <= 38.500", "time > 15.500", "monetary <= 1375.000", "recency > 3.500" ], "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": 118, "label": "No", "prediction": "No", "features": { "recency": 1.0, "frequency": 7.0, "monetary": 1750.0, "time": 57.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time > 38.500", "frequency <= 18.000", "time > 49.500", "monetary <= 2625.000" ], "note": "The Recency - months since last donation is 1. 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 57.", "rationale": "only for testing" }, { "id": 133, "label": "No", "prediction": "Yes", "features": { "recency": 4.0, "frequency": 6.0, "monetary": 1500.0, "time": 35.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time <= 38.500", "time > 15.500", "monetary > 1375.000", "frequency <= 10.500" ], "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 35.", "rationale": "only for testing" }, { "id": 134, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 11.0, "monetary": 2750.0, "time": 88.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time > 38.500", "frequency <= 18.000", "time > 49.500", "monetary > 2625.000" ], "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 88.", "rationale": "only for testing" }, { "id": 148, "label": "Yes", "prediction": "No", "features": { "recency": 2.0, "frequency": 2.0, "monetary": 500.0, "time": 11.0 }, "decision_path": [ "recency <= 6.500", "frequency <= 4.500", "time <= 51.500", "monetary <= 625.000", "time <= 12.000", "time > 6.500" ], "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 11.", "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", "frequency <= 4.500", "time <= 51.500", "monetary <= 625.000", "time <= 12.000", "time > 6.500" ], "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 11.", "rationale": "only for testing" }, { "id": 152, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 11.0, "monetary": 2750.0, "time": 78.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time > 38.500", "frequency <= 18.000", "time > 49.500", "monetary > 2625.000" ], "note": "The Recency - months since last donation is 4. 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 78.", "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", "frequency <= 4.500", "time <= 51.500", "monetary <= 625.000", "time <= 12.000", "time <= 6.500" ], "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": 164, "label": "Yes", "prediction": "No", "features": { "recency": 2.0, "frequency": 1.0, "monetary": 250.0, "time": 2.0 }, "decision_path": [ "recency <= 6.500", "frequency <= 4.500", "time <= 51.500", "monetary <= 625.000", "time <= 12.000", "time <= 6.500" ], "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", "frequency <= 4.500", "time <= 51.500", "monetary <= 625.000", "time <= 12.000", "time <= 6.500" ], "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": 170, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 1.0, "monetary": 250.0, "time": 2.0 }, "decision_path": [ "recency <= 6.500", "frequency <= 4.500", "time <= 51.500", "monetary <= 625.000", "time <= 12.000", "time <= 6.500" ], "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": 176, "label": "Yes", "prediction": "No", "features": { "recency": 11.0, "frequency": 4.0, "monetary": 1000.0, "time": 16.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time <= 22.500", "recency <= 12.000" ], "note": "The Recency - months since last donation is 11. 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": 178, "label": "Yes", "prediction": "No", "features": { "recency": 4.0, "frequency": 6.0, "monetary": 1500.0, "time": 41.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time > 38.500", "frequency <= 18.000", "time <= 49.500", "monetary <= 1625.000" ], "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 41.", "rationale": "only for testing" }, { "id": 195, "label": "Yes", "prediction": "No", "features": { "recency": 2.0, "frequency": 5.0, "monetary": 1250.0, "time": 47.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time > 38.500", "frequency <= 18.000", "time <= 49.500", "monetary <= 1625.000" ], "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 47.", "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", "frequency > 4.500", "time > 38.500", "frequency <= 18.000", "time > 49.500", "monetary <= 2625.000" ], "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": 210, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 1.0, "monetary": 250.0, "time": 4.0 }, "decision_path": [ "recency <= 6.500", "frequency <= 4.500", "time <= 51.500", "monetary <= 625.000", "time <= 12.000", "time <= 6.500" ], "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": 254, "label": "No", "prediction": "No", "features": { "recency": 12.0, "frequency": 13.0, "monetary": 3250.0, "time": 59.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time > 22.500", "monetary > 1125.000" ], "note": "The Recency - months since last donation is 12. 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 59.", "rationale": "only for testing" }, { "id": 263, "label": "Yes", "prediction": "No", "features": { "recency": 2.0, "frequency": 3.0, "monetary": 750.0, "time": 38.0 }, "decision_path": [ "recency <= 6.500", "frequency <= 4.500", "time <= 51.500", "monetary > 625.000", "time > 10.000", "recency <= 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 38.", "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", "frequency > 4.500", "time > 38.500", "frequency <= 18.000", "time > 49.500", "monetary <= 2625.000" ], "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": 271, "label": "No", "prediction": "No", "features": { "recency": 16.0, "frequency": 7.0, "monetary": 1750.0, "time": 28.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time > 22.500", "monetary > 1125.000" ], "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 28.", "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", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time > 22.500", "monetary > 1125.000" ], "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": 291, "label": "No", "prediction": "No", "features": { "recency": 16.0, "frequency": 12.0, "monetary": 3000.0, "time": 50.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time > 22.500", "monetary > 1125.000" ], "note": "The Recency - months since last donation is 16. 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 50.", "rationale": "only for testing" }, { "id": 309, "label": "No", "prediction": "No", "features": { "recency": 16.0, "frequency": 3.0, "monetary": 750.0, "time": 19.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time <= 22.500", "recency > 12.000" ], "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 19.", "rationale": "only for testing" }, { "id": 323, "label": "Yes", "prediction": "No", "features": { "recency": 14.0, "frequency": 8.0, "monetary": 2000.0, "time": 50.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time > 22.500", "monetary > 1125.000" ], "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": 331, "label": "No", "prediction": "No", "features": { "recency": 16.0, "frequency": 6.0, "monetary": 1500.0, "time": 35.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time > 22.500", "monetary > 1125.000" ], "note": "The Recency - months since last donation is 16. 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": 352, "label": "No", "prediction": "No", "features": { "recency": 11.0, "frequency": 5.0, "monetary": 1250.0, "time": 50.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time > 22.500", "monetary > 1125.000" ], "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 50.", "rationale": "only for testing" }, { "id": 364, "label": "No", "prediction": "No", "features": { "recency": 11.0, "frequency": 6.0, "monetary": 1500.0, "time": 71.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time > 22.500", "monetary > 1125.000" ], "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 71.", "rationale": "only for testing" }, { "id": 369, "label": "Yes", "prediction": "No", "features": { "recency": 16.0, "frequency": 5.0, "monetary": 1250.0, "time": 40.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time > 22.500", "monetary > 1125.000" ], "note": "The Recency - months since last donation is 16. 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 40.", "rationale": "only for testing" }, { "id": 377, "label": "No", "prediction": "No", "features": { "recency": 14.0, "frequency": 1.0, "monetary": 250.0, "time": 14.0 }, "decision_path": [ "recency > 6.500", "monetary <= 375.000", "recency <= 21.500", "recency > 12.500" ], "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": 382, "label": "No", "prediction": "No", "features": { "recency": 14.0, "frequency": 1.0, "monetary": 250.0, "time": 14.0 }, "decision_path": [ "recency > 6.500", "monetary <= 375.000", "recency <= 21.500", "recency > 12.500" ], "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": 391, "label": "No", "prediction": "No", "features": { "recency": 11.0, "frequency": 4.0, "monetary": 1000.0, "time": 59.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time > 22.500", "monetary <= 1125.000" ], "note": "The Recency - months since last donation is 11. 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 59.", "rationale": "only for testing" }, { "id": 402, "label": "No", "prediction": "No", "features": { "recency": 23.0, "frequency": 8.0, "monetary": 2000.0, "time": 46.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time > 22.500", "monetary > 1125.000" ], "note": "The Recency - months since last donation is 23. 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": 406, "label": "No", "prediction": "No", "features": { "recency": 16.0, "frequency": 1.0, "monetary": 250.0, "time": 16.0 }, "decision_path": [ "recency > 6.500", "monetary <= 375.000", "recency <= 21.500", "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": 418, "label": "No", "prediction": "No", "features": { "recency": 16.0, "frequency": 1.0, "monetary": 250.0, "time": 16.0 }, "decision_path": [ "recency > 6.500", "monetary <= 375.000", "recency <= 21.500", "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": 428, "label": "No", "prediction": "No", "features": { "recency": 23.0, "frequency": 3.0, "monetary": 750.0, "time": 28.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time > 22.500", "monetary <= 1125.000" ], "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 28.", "rationale": "only for testing" }, { "id": 436, "label": "No", "prediction": "No", "features": { "recency": 21.0, "frequency": 2.0, "monetary": 500.0, "time": 25.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time > 22.500", "monetary <= 1125.000" ], "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 25.", "rationale": "only for testing" }, { "id": 462, "label": "Yes", "prediction": "No", "features": { "recency": 21.0, "frequency": 1.0, "monetary": 250.0, "time": 21.0 }, "decision_path": [ "recency > 6.500", "monetary <= 375.000", "recency <= 21.500", "recency > 12.500" ], "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": 477, "label": "No", "prediction": "No", "features": { "recency": 23.0, "frequency": 1.0, "monetary": 250.0, "time": 23.0 }, "decision_path": [ "recency > 6.500", "monetary <= 375.000", "recency > 21.500", "recency <= 30.500" ], "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": 486, "label": "No", "prediction": "No", "features": { "recency": 21.0, "frequency": 6.0, "monetary": 1500.0, "time": 86.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time > 22.500", "monetary > 1125.000" ], "note": "The Recency - months since last donation is 21. 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 86.", "rationale": "only for testing" }, { "id": 491, "label": "No", "prediction": "No", "features": { "recency": 21.0, "frequency": 3.0, "monetary": 750.0, "time": 70.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time > 22.500", "monetary <= 1125.000" ], "note": "The Recency - months since last donation is 21. 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 70.", "rationale": "only for testing" }, { "id": 501, "label": "Yes", "prediction": "No", "features": { "recency": 6.0, "frequency": 22.0, "monetary": 5500.0, "time": 28.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time <= 38.500", "time > 15.500", "monetary > 1375.000", "frequency > 10.500" ], "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": 515, "label": "No", "prediction": "Yes", "features": { "recency": 4.0, "frequency": 6.0, "monetary": 1500.0, "time": 14.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time <= 38.500", "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": 522, "label": "Yes", "prediction": "Yes", "features": { "recency": 4.0, "frequency": 13.0, "monetary": 3250.0, "time": 39.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time > 38.500", "frequency <= 18.000", "time <= 49.500", "monetary > 1625.000" ], "note": "The Recency - months since last donation is 4. 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 39.", "rationale": "only for testing" }, { "id": 524, "label": "No", "prediction": "Yes", "features": { "recency": 4.0, "frequency": 9.0, "monetary": 2250.0, "time": 28.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time <= 38.500", "time > 15.500", "monetary > 1375.000", "frequency <= 10.500" ], "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 28.", "rationale": "only for testing" }, { "id": 534, "label": "No", "prediction": "Yes", "features": { "recency": 2.0, "frequency": 6.0, "monetary": 1500.0, "time": 26.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time <= 38.500", "time > 15.500", "monetary > 1375.000", "frequency <= 10.500" ], "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": 539, "label": "Yes", "prediction": "No", "features": { "recency": 2.0, "frequency": 2.0, "monetary": 500.0, "time": 4.0 }, "decision_path": [ "recency <= 6.500", "frequency <= 4.500", "time <= 51.500", "monetary <= 625.000", "time <= 12.000", "time <= 6.500" ], "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 4.", "rationale": "only for testing" }, { "id": 544, "label": "No", "prediction": "No", "features": { "recency": 1.0, "frequency": 14.0, "monetary": 3500.0, "time": 95.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time > 38.500", "frequency <= 18.000", "time > 49.500", "monetary > 2625.000" ], "note": "The Recency - months since last donation is 1. The Frequency - total number of donation is 14. The Monetary - total blood donated in c.c. is 3500. The Time - months since first donation is 95.", "rationale": "only for testing" }, { "id": 545, "label": "Yes", "prediction": "No", "features": { "recency": 4.0, "frequency": 2.0, "monetary": 500.0, "time": 4.0 }, "decision_path": [ "recency <= 6.500", "frequency <= 4.500", "time <= 51.500", "monetary <= 625.000", "time <= 12.000", "time <= 6.500" ], "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 4.", "rationale": "only for testing" }, { "id": 546, "label": "No", "prediction": "Yes", "features": { "recency": 7.0, "frequency": 14.0, "monetary": 3500.0, "time": 48.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency > 13.500", "time <= 78.000" ], "note": "The Recency - months since last donation is 7. The Frequency - total number of donation is 14. The Monetary - total blood donated in c.c. is 3500. The Time - months since first donation is 48.", "rationale": "only for testing" }, { "id": 547, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 3.0, "monetary": 750.0, "time": 11.0 }, "decision_path": [ "recency <= 6.500", "frequency <= 4.500", "time <= 51.500", "monetary > 625.000", "time > 10.000", "recency <= 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 11.", "rationale": "only for testing" }, { "id": 566, "label": "No", "prediction": "Yes", "features": { "recency": 4.0, "frequency": 6.0, "monetary": 1500.0, "time": 35.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time <= 38.500", "time > 15.500", "monetary > 1375.000", "frequency <= 10.500" ], "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 35.", "rationale": "only for testing" }, { "id": 579, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 3.0, "monetary": 750.0, "time": 21.0 }, "decision_path": [ "recency <= 6.500", "frequency <= 4.500", "time <= 51.500", "monetary > 625.000", "time > 10.000", "recency <= 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 21.", "rationale": "only for testing" }, { "id": 606, "label": "No", "prediction": "No", "features": { "recency": 2.0, "frequency": 7.0, "monetary": 1750.0, "time": 77.0 }, "decision_path": [ "recency <= 6.500", "frequency > 4.500", "time > 38.500", "frequency <= 18.000", "time > 49.500", "monetary <= 2625.000" ], "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": 613, "label": "No", "prediction": "No", "features": { "recency": 4.0, "frequency": 1.0, "monetary": 250.0, "time": 4.0 }, "decision_path": [ "recency <= 6.500", "frequency <= 4.500", "time <= 51.500", "monetary <= 625.000", "time <= 12.000", "time <= 6.500" ], "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": 627, "label": "No", "prediction": "No", "features": { "recency": 11.0, "frequency": 2.0, "monetary": 500.0, "time": 11.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time <= 22.500", "recency <= 12.000" ], "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": 657, "label": "No", "prediction": "No", "features": { "recency": 14.0, "frequency": 8.0, "monetary": 2000.0, "time": 50.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time > 22.500", "monetary > 1125.000" ], "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": 669, "label": "Yes", "prediction": "No", "features": { "recency": 2.0, "frequency": 3.0, "monetary": 750.0, "time": 75.0 }, "decision_path": [ "recency <= 6.500", "frequency <= 4.500", "time > 51.500" ], "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 75.", "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", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time > 22.500", "monetary > 1125.000" ], "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": 697, "label": "No", "prediction": "No", "features": { "recency": 14.0, "frequency": 3.0, "monetary": 750.0, "time": 35.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time > 22.500", "monetary <= 1125.000" ], "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 35.", "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", "monetary <= 375.000", "recency <= 21.500", "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": 705, "label": "No", "prediction": "No", "features": { "recency": 16.0, "frequency": 1.0, "monetary": 250.0, "time": 16.0 }, "decision_path": [ "recency > 6.500", "monetary <= 375.000", "recency <= 21.500", "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": 710, "label": "No", "prediction": "No", "features": { "recency": 23.0, "frequency": 2.0, "monetary": 500.0, "time": 23.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time > 22.500", "monetary <= 1125.000" ], "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": 714, "label": "No", "prediction": "No", "features": { "recency": 16.0, "frequency": 4.0, "monetary": 1000.0, "time": 58.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time > 22.500", "monetary <= 1125.000" ], "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 58.", "rationale": "only for testing" }, { "id": 721, "label": "No", "prediction": "No", "features": { "recency": 23.0, "frequency": 3.0, "monetary": 750.0, "time": 35.0 }, "decision_path": [ "recency > 6.500", "monetary > 375.000", "monetary <= 3625.000", "frequency <= 13.500", "time > 22.500", "monetary <= 1125.000" ], "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 35.", "rationale": "only for testing" }, { "id": 737, "label": "No", "prediction": "No", "features": { "recency": 23.0, "frequency": 1.0, "monetary": 250.0, "time": 23.0 }, "decision_path": [ "recency > 6.500", "monetary <= 375.000", "recency > 21.500", "recency <= 30.500" ], "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" } ]