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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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