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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 dataset

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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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