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The dataset generation failed
Error code: DatasetGenerationError
Exception: TypeError
Message: Couldn't cast array of type
struct<age: double, checking_status: string, credit_amount: double, credit_history: string, duration: double, employment: string, existing_credits: double, foreign_worker: string, housing: string, installment_commitment: double, job: string, num_dependents: double, other_parties: string, other_payment_plans: string, own_telephone: string, personal_status: string, property_magnitude: string, purpose: string, residence_since: double, savings_status: string>
to
{'frequency': Value('float64'), 'monetary': Value('float64'), 'recency': Value('float64'), 'time': Value('float64')}
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2224, in cast_table_to_schema
cast_array_to_feature(
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1795, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2092, in cast_array_to_feature
raise TypeError(f"Couldn't cast array of type\n{_short_str(array.type)}\nto\n{_short_str(feature)}")
TypeError: Couldn't cast array of type
struct<age: double, checking_status: string, credit_amount: double, credit_history: string, duration: double, employment: string, existing_credits: double, foreign_worker: string, housing: string, installment_commitment: double, job: string, num_dependents: double, other_parties: string, other_payment_plans: string, own_telephone: string, personal_status: string, property_magnitude: string, purpose: string, residence_since: double, savings_status: string>
to
{'frequency': Value('float64'), 'monetary': Value('float64'), 'recency': Value('float64'), 'time': Value('float64')}
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1339, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 972, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1858, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
id int64 | label string | prediction string | features dict | decision_path list | note string |
|---|---|---|---|---|---|
0 | Yes | Yes | {
"frequency": 50,
"monetary": 12500,
"recency": 2,
"time": 98
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency > 18.000",
"monetary > 5500.000",
"monetary > 6250.000"
] | The Recency - months since last donation is 2. The Frequency - total number of donation is 50. The Monetary - total blood donated in c.c. is 12500. The Time - months since first donation is 98. |
1 | Yes | No | {
"frequency": 13,
"monetary": 3250,
"recency": 0,
"time": 28
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency > 10.500"
] | The Recency - months since last donation is 0. 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 28. |
2 | Yes | No | {
"frequency": 16,
"monetary": 4000,
"recency": 1,
"time": 35
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency > 10.500"
] | The Recency - months since last donation is 1. 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 35. |
3 | Yes | Yes | {
"frequency": 20,
"monetary": 5000,
"recency": 2,
"time": 45
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency > 18.000",
"monetary <= 5500.000"
] | The Recency - months since last donation is 2. The Frequency - total number of donation is 20. The Monetary - total blood donated in c.c. is 5000. The Time - months since first donation is 45. |
5 | No | No | {
"frequency": 4,
"monetary": 1000,
"recency": 4,
"time": 4
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary > 625.000",
"time <= 10.000",
"recency > 3.000"
] | 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. |
6 | Yes | Yes | {
"frequency": 7,
"monetary": 1750,
"recency": 2,
"time": 14
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time <= 15.500"
] | 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 14. |
7 | No | No | {
"frequency": 12,
"monetary": 3000,
"recency": 1,
"time": 35
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency > 10.500"
] | The Recency - months since last donation is 1. 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 35. |
8 | Yes | Yes | {
"frequency": 9,
"monetary": 2250,
"recency": 2,
"time": 22
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | 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 22. |
9 | Yes | Yes | {
"frequency": 46,
"monetary": 11500,
"recency": 5,
"time": 98
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency > 18.000",
"monetary > 5500.000",
"monetary > 6250.000"
] | 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. |
10 | No | No | {
"frequency": 23,
"monetary": 5750,
"recency": 4,
"time": 58
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency > 18.000",
"monetary > 5500.000",
"monetary <= 6250.000"
] | The Recency - months since last donation is 4. The Frequency - total number of donation is 23. The Monetary - total blood donated in c.c. is 5750. The Time - months since first donation is 58. |
11 | No | Yes | {
"frequency": 3,
"monetary": 750,
"recency": 0,
"time": 4
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary > 625.000",
"time <= 10.000",
"recency <= 3.000"
] | The Recency - months since last donation is 0. 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 4. |
12 | Yes | Yes | {
"frequency": 10,
"monetary": 2500,
"recency": 2,
"time": 28
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | The Recency - months since last donation is 2. The Frequency - total number of donation is 10. The Monetary - total blood donated in c.c. is 2500. The Time - months since first donation is 28. |
13 | No | Yes | {
"frequency": 13,
"monetary": 3250,
"recency": 1,
"time": 47
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time <= 49.500",
"monetary > 1625.000"
] | The Recency - months since last donation is 1. 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 47. |
14 | Yes | Yes | {
"frequency": 6,
"monetary": 1500,
"recency": 2,
"time": 15
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time <= 15.500"
] | 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. |
15 | Yes | Yes | {
"frequency": 5,
"monetary": 1250,
"recency": 2,
"time": 11
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time <= 15.500"
] | 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 11. |
16 | Yes | Yes | {
"frequency": 14,
"monetary": 3500,
"recency": 2,
"time": 48
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time <= 49.500",
"monetary > 1625.000"
] | 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 48. |
17 | Yes | Yes | {
"frequency": 15,
"monetary": 3750,
"recency": 2,
"time": 49
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time <= 49.500",
"monetary > 1625.000"
] | The Recency - months since last donation is 2. 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 49. |
18 | Yes | Yes | {
"frequency": 6,
"monetary": 1500,
"recency": 2,
"time": 15
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time <= 15.500"
] | 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. |
19 | Yes | Yes | {
"frequency": 3,
"monetary": 750,
"recency": 2,
"time": 4
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary > 625.000",
"time <= 10.000",
"recency <= 3.000"
] | 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 4. |
20 | Yes | Yes | {
"frequency": 3,
"monetary": 750,
"recency": 2,
"time": 4
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary > 625.000",
"time <= 10.000",
"recency <= 3.000"
] | 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 4. |
21 | No | No | {
"frequency": 11,
"monetary": 2750,
"recency": 4,
"time": 28
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency > 10.500"
] | 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 28. |
22 | Yes | Yes | {
"frequency": 6,
"monetary": 1500,
"recency": 2,
"time": 16
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | 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 16. |
23 | Yes | Yes | {
"frequency": 6,
"monetary": 1500,
"recency": 2,
"time": 16
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | 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 16. |
24 | No | No | {
"frequency": 9,
"monetary": 2250,
"recency": 9,
"time": 16
} | [
"recency > 6.500",
"monetary > 375.000",
"monetary <= 3625.000",
"frequency <= 13.500",
"time <= 22.500",
"recency <= 12.000"
] | The Recency - months since last donation is 9. 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 16. |
25 | No | Yes | {
"frequency": 14,
"monetary": 3500,
"recency": 4,
"time": 40
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time <= 49.500",
"monetary > 1625.000"
] | The Recency - months since last donation is 4. 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 40. |
27 | Yes | No | {
"frequency": 12,
"monetary": 3000,
"recency": 4,
"time": 34
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency > 10.500"
] | The Recency - months since last donation is 4. 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 34. |
28 | Yes | Yes | {
"frequency": 5,
"monetary": 1250,
"recency": 4,
"time": 11
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time <= 15.500"
] | 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 11. |
29 | No | Yes | {
"frequency": 8,
"monetary": 2000,
"recency": 4,
"time": 21
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | 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 21. |
30 | No | No | {
"frequency": 14,
"monetary": 3500,
"recency": 1,
"time": 58
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time > 49.500",
"monetary > 2625.000"
] | 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 58. |
31 | Yes | Yes | {
"frequency": 10,
"monetary": 2500,
"recency": 4,
"time": 28
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | The Recency - months since last donation is 4. The Frequency - total number of donation is 10. The Monetary - total blood donated in c.c. is 2500. The Time - months since first donation is 28. |
32 | Yes | Yes | {
"frequency": 10,
"monetary": 2500,
"recency": 4,
"time": 28
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | The Recency - months since last donation is 4. The Frequency - total number of donation is 10. The Monetary - total blood donated in c.c. is 2500. The Time - months since first donation is 28. |
34 | No | No | {
"frequency": 16,
"monetary": 4000,
"recency": 2,
"time": 64
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time > 49.500",
"monetary > 2625.000"
] | The Recency - months since last donation is 2. 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 64. |
35 | Yes | Yes | {
"frequency": 8,
"monetary": 2000,
"recency": 2,
"time": 28
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | 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. |
36 | Yes | Yes | {
"frequency": 12,
"monetary": 3000,
"recency": 2,
"time": 47
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time <= 49.500",
"monetary > 1625.000"
] | 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 47. |
37 | Yes | Yes | {
"frequency": 6,
"monetary": 1500,
"recency": 4,
"time": 16
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | 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. |
39 | Yes | Yes | {
"frequency": 7,
"monetary": 1750,
"recency": 4,
"time": 22
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | 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 22. |
40 | Yes | No | {
"frequency": 13,
"monetary": 3250,
"recency": 2,
"time": 53
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time > 49.500",
"monetary > 2625.000"
] | The Recency - months since last donation is 2. 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 53. |
41 | No | No | {
"frequency": 5,
"monetary": 1250,
"recency": 2,
"time": 16
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary <= 1375.000",
"recency <= 3.500"
] | 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. |
43 | No | No | {
"frequency": 5,
"monetary": 1250,
"recency": 2,
"time": 16
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary <= 1375.000",
"recency <= 3.500"
] | 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. |
44 | Yes | Yes | {
"frequency": 20,
"monetary": 5000,
"recency": 4,
"time": 69
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency > 18.000",
"monetary <= 5500.000"
] | The Recency - months since last donation is 4. The Frequency - total number of donation is 20. The Monetary - total blood donated in c.c. is 5000. The Time - months since first donation is 69. |
45 | Yes | Yes | {
"frequency": 9,
"monetary": 2250,
"recency": 4,
"time": 28
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | 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. |
46 | No | Yes | {
"frequency": 9,
"monetary": 2250,
"recency": 2,
"time": 36
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | 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. |
47 | No | No | {
"frequency": 2,
"monetary": 500,
"recency": 2,
"time": 2
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary <= 625.000",
"time <= 12.000",
"time <= 6.500"
] | 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 2. |
48 | No | No | {
"frequency": 2,
"monetary": 500,
"recency": 2,
"time": 2
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary <= 625.000",
"time <= 12.000",
"time <= 6.500"
] | 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 2. |
49 | No | No | {
"frequency": 2,
"monetary": 500,
"recency": 2,
"time": 2
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary <= 625.000",
"time <= 12.000",
"time <= 6.500"
] | 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 2. |
50 | No | Yes | {
"frequency": 11,
"monetary": 2750,
"recency": 2,
"time": 46
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time <= 49.500",
"monetary > 1625.000"
] | 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. |
51 | Yes | Yes | {
"frequency": 11,
"monetary": 2750,
"recency": 2,
"time": 46
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time <= 49.500",
"monetary > 1625.000"
] | 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. |
52 | No | Yes | {
"frequency": 6,
"monetary": 1500,
"recency": 2,
"time": 22
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | 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 22. |
53 | No | No | {
"frequency": 12,
"monetary": 3000,
"recency": 2,
"time": 52
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time > 49.500",
"monetary > 2625.000"
] | 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 52. |
54 | Yes | Yes | {
"frequency": 5,
"monetary": 1250,
"recency": 4,
"time": 14
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time <= 15.500"
] | 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 14. |
55 | Yes | Yes | {
"frequency": 19,
"monetary": 4750,
"recency": 4,
"time": 69
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency > 18.000",
"monetary <= 5500.000"
] | The Recency - months since last donation is 4. The Frequency - total number of donation is 19. The Monetary - total blood donated in c.c. is 4750. The Time - months since first donation is 69. |
56 | Yes | Yes | {
"frequency": 8,
"monetary": 2000,
"recency": 4,
"time": 26
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | 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 26. |
58 | No | No | {
"frequency": 16,
"monetary": 4000,
"recency": 2,
"time": 81
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time > 49.500",
"monetary > 2625.000"
] | The Recency - months since last donation is 2. 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 81. |
60 | No | Yes | {
"frequency": 7,
"monetary": 1750,
"recency": 2,
"time": 29
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | 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 29. |
61 | Yes | Yes | {
"frequency": 8,
"monetary": 2000,
"recency": 2,
"time": 35
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | 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 35. |
62 | No | Yes | {
"frequency": 10,
"monetary": 2500,
"recency": 2,
"time": 49
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time <= 49.500",
"monetary > 1625.000"
] | The Recency - months since last donation is 2. The Frequency - total number of donation is 10. The Monetary - total blood donated in c.c. is 2500. The Time - months since first donation is 49. |
63 | Yes | Yes | {
"frequency": 5,
"monetary": 1250,
"recency": 4,
"time": 16
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary <= 1375.000",
"recency > 3.500"
] | 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. |
64 | Yes | Yes | {
"frequency": 3,
"monetary": 750,
"recency": 2,
"time": 9
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary > 625.000",
"time <= 10.000",
"recency <= 3.000"
] | 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 9. |
65 | No | No | {
"frequency": 16,
"monetary": 4000,
"recency": 3,
"time": 74
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time > 49.500",
"monetary > 2625.000"
] | The Recency - months since last donation is 3. 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 74. |
66 | Yes | No | {
"frequency": 4,
"monetary": 1000,
"recency": 2,
"time": 14
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary > 625.000",
"time > 10.000",
"recency <= 2.500"
] | 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. |
67 | No | No | {
"frequency": 2,
"monetary": 500,
"recency": 0,
"time": 4
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary <= 625.000",
"time <= 12.000",
"time <= 6.500"
] | The Recency - months since last donation is 0. 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. |
69 | No | No | {
"frequency": 9,
"monetary": 2250,
"recency": 1,
"time": 51
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time > 49.500",
"monetary <= 2625.000"
] | 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. |
70 | No | No | {
"frequency": 4,
"monetary": 1000,
"recency": 2,
"time": 16
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary > 625.000",
"time > 10.000",
"recency <= 2.500"
] | 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. |
71 | No | No | {
"frequency": 4,
"monetary": 1000,
"recency": 2,
"time": 16
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary > 625.000",
"time > 10.000",
"recency <= 2.500"
] | 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. |
72 | Yes | No | {
"frequency": 17,
"monetary": 4250,
"recency": 4,
"time": 71
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time > 49.500",
"monetary > 2625.000"
] | The Recency - months since last donation is 4. The Frequency - total number of donation is 17. The Monetary - total blood donated in c.c. is 4250. The Time - months since first donation is 71. |
73 | No | No | {
"frequency": 2,
"monetary": 500,
"recency": 2,
"time": 4
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary <= 625.000",
"time <= 12.000",
"time <= 6.500"
] | 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. |
74 | Yes | No | {
"frequency": 2,
"monetary": 500,
"recency": 2,
"time": 4
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary <= 625.000",
"time <= 12.000",
"time <= 6.500"
] | 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. |
75 | Yes | No | {
"frequency": 2,
"monetary": 500,
"recency": 2,
"time": 4
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary <= 625.000",
"time <= 12.000",
"time <= 6.500"
] | 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. |
76 | Yes | No | {
"frequency": 4,
"monetary": 1000,
"recency": 2,
"time": 16
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary > 625.000",
"time > 10.000",
"recency <= 2.500"
] | 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. |
77 | No | No | {
"frequency": 2,
"monetary": 500,
"recency": 2,
"time": 4
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary <= 625.000",
"time <= 12.000",
"time <= 6.500"
] | 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. |
78 | No | No | {
"frequency": 2,
"monetary": 500,
"recency": 2,
"time": 4
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary <= 625.000",
"time <= 12.000",
"time <= 6.500"
] | 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. |
79 | No | No | {
"frequency": 2,
"monetary": 500,
"recency": 2,
"time": 4
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary <= 625.000",
"time <= 12.000",
"time <= 6.500"
] | 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. |
80 | Yes | Yes | {
"frequency": 6,
"monetary": 1500,
"recency": 4,
"time": 23
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | 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. |
81 | No | No | {
"frequency": 4,
"monetary": 1000,
"recency": 2,
"time": 16
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary > 625.000",
"time > 10.000",
"recency <= 2.500"
] | 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. |
82 | No | No | {
"frequency": 4,
"monetary": 1000,
"recency": 2,
"time": 16
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary > 625.000",
"time > 10.000",
"recency <= 2.500"
] | 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. |
83 | No | No | {
"frequency": 4,
"monetary": 1000,
"recency": 2,
"time": 16
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary > 625.000",
"time > 10.000",
"recency <= 2.500"
] | 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. |
85 | No | Yes | {
"frequency": 6,
"monetary": 1500,
"recency": 2,
"time": 28
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | 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 28. |
86 | No | No | {
"frequency": 2,
"monetary": 500,
"recency": 4,
"time": 4
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary <= 625.000",
"time <= 12.000",
"time <= 6.500"
] | 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. |
89 | Yes | Yes | {
"frequency": 7,
"monetary": 1750,
"recency": 2,
"time": 35
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | 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 35. |
90 | Yes | No | {
"frequency": 2,
"monetary": 500,
"recency": 4,
"time": 4
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary <= 625.000",
"time <= 12.000",
"time <= 6.500"
] | 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. |
92 | No | No | {
"frequency": 2,
"monetary": 500,
"recency": 4,
"time": 4
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary <= 625.000",
"time <= 12.000",
"time <= 6.500"
] | 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. |
93 | No | No | {
"frequency": 2,
"monetary": 500,
"recency": 4,
"time": 4
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary <= 625.000",
"time <= 12.000",
"time <= 6.500"
] | 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. |
94 | No | No | {
"frequency": 11,
"monetary": 2750,
"recency": 12,
"time": 23
} | [
"recency > 6.500",
"monetary > 375.000",
"monetary <= 3625.000",
"frequency <= 13.500",
"time > 22.500",
"monetary > 1125.000"
] | The Recency - months since last donation is 12. 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 23. |
97 | Yes | Yes | {
"frequency": 9,
"monetary": 2250,
"recency": 4,
"time": 38
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | 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 38. |
98 | Yes | No | {
"frequency": 4,
"monetary": 1000,
"recency": 4,
"time": 14
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary > 625.000",
"time > 10.000",
"recency > 2.500"
] | 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. |
99 | Yes | Yes | {
"frequency": 7,
"monetary": 1750,
"recency": 5,
"time": 26
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | The Recency - months since last donation is 5. 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 26. |
100 | Yes | Yes | {
"frequency": 8,
"monetary": 2000,
"recency": 4,
"time": 34
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary > 1375.000",
"frequency <= 10.500"
] | 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 34. |
101 | Yes | No | {
"frequency": 13,
"monetary": 3250,
"recency": 2,
"time": 76
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time > 49.500",
"monetary > 2625.000"
] | The Recency - months since last donation is 2. 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 76. |
102 | No | Yes | {
"frequency": 9,
"monetary": 2250,
"recency": 4,
"time": 40
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time <= 49.500",
"monetary > 1625.000"
] | 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 40. |
104 | No | No | {
"frequency": 5,
"monetary": 1250,
"recency": 2,
"time": 26
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary <= 1375.000",
"recency <= 3.500"
] | 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. |
105 | No | No | {
"frequency": 17,
"monetary": 4250,
"recency": 6,
"time": 70
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time > 49.500",
"monetary > 2625.000"
] | The Recency - months since last donation is 6. The Frequency - total number of donation is 17. The Monetary - total blood donated in c.c. is 4250. The Time - months since first donation is 70. |
107 | No | No | {
"frequency": 5,
"monetary": 1250,
"recency": 3,
"time": 26
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary <= 1375.000",
"recency <= 3.500"
] | 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 26. |
108 | No | No | {
"frequency": 3,
"monetary": 750,
"recency": 2,
"time": 14
} | [
"recency <= 6.500",
"frequency <= 4.500",
"time <= 51.500",
"monetary > 625.000",
"time > 10.000",
"recency <= 2.500"
] | 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 14. |
109 | No | No | {
"frequency": 10,
"monetary": 2500,
"recency": 2,
"time": 64
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time > 49.500",
"monetary <= 2625.000"
] | The Recency - months since last donation is 2. The Frequency - total number of donation is 10. The Monetary - total blood donated in c.c. is 2500. The Time - months since first donation is 64. |
110 | Yes | Yes | {
"frequency": 5,
"monetary": 1250,
"recency": 4,
"time": 23
} | [
"recency <= 6.500",
"frequency > 4.500",
"time <= 38.500",
"time > 15.500",
"monetary <= 1375.000",
"recency > 3.500"
] | 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. |
113 | Yes | Yes | {
"frequency": 8,
"monetary": 2000,
"recency": 4,
"time": 40
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time <= 49.500",
"monetary > 1625.000"
] | 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 40. |
114 | No | No | {
"frequency": 12,
"monetary": 3000,
"recency": 2,
"time": 82
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time > 49.500",
"monetary > 2625.000"
] | 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. |
115 | No | No | {
"frequency": 24,
"monetary": 6000,
"recency": 11,
"time": 64
} | [
"recency > 6.500",
"monetary > 375.000",
"monetary > 3625.000"
] | The Recency - months since last donation is 11. 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 64. |
116 | Yes | Yes | {
"frequency": 7,
"monetary": 1750,
"recency": 2,
"time": 46
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time <= 49.500",
"monetary > 1625.000"
] | 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 46. |
117 | No | No | {
"frequency": 11,
"monetary": 2750,
"recency": 4,
"time": 61
} | [
"recency <= 6.500",
"frequency > 4.500",
"time > 38.500",
"frequency <= 18.000",
"time > 49.500",
"monetary > 2625.000"
] | 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 61. |
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