Data
dataset_credit_risk_file_2

dataset_credit_risk_file_2

active ARFF CC BY 4.0 Visibility: public Uploaded 13-12-2024 by Sebastian Silva Ruiz
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
Financial dataset for automl benchmark. Name = dataset_credit_risk_file_2, target = approved_flag

62 features

approved_flag (target)string4 unique values
0 missing
prospectidnumeric51336 unique values
0 missing
time_since_recent_paymentnumeric2435 unique values
0 missing
time_since_first_deliquencynumeric37 unique values
0 missing
time_since_recent_deliquencynumeric37 unique values
0 missing
num_times_delinquentnumeric64 unique values
0 missing
max_delinquency_levelnumeric519 unique values
0 missing
max_recent_level_of_deliqnumeric399 unique values
0 missing
num_deliq_6mtsnumeric13 unique values
0 missing
num_deliq_12mtsnumeric26 unique values
0 missing
num_deliq_6_12mtsnumeric18 unique values
0 missing
max_deliq_6mtsnumeric206 unique values
0 missing
max_deliq_12mtsnumeric294 unique values
0 missing
num_times_30p_dpdnumeric52 unique values
0 missing
num_times_60p_dpdnumeric43 unique values
0 missing
num_stdnumeric237 unique values
0 missing
num_std_6mtsnumeric50 unique values
0 missing
num_std_12mtsnumeric98 unique values
0 missing
num_subnumeric31 unique values
0 missing
num_sub_6mtsnumeric7 unique values
0 missing
num_sub_12mtsnumeric14 unique values
0 missing
num_dbtnumeric29 unique values
0 missing
num_dbt_6mtsnumeric6 unique values
0 missing
num_dbt_12mtsnumeric11 unique values
0 missing
num_lssnumeric25 unique values
0 missing
num_lss_6mtsnumeric7 unique values
0 missing
num_lss_12mtsnumeric11 unique values
0 missing
recent_level_of_deliqnumeric349 unique values
0 missing
tot_enqnumeric85 unique values
0 missing
cc_enqnumeric38 unique values
0 missing
cc_enq_l6mnumeric17 unique values
0 missing
cc_enq_l12mnumeric22 unique values
0 missing
pl_enqnumeric42 unique values
0 missing
pl_enq_l6mnumeric30 unique values
0 missing
pl_enq_l12mnumeric37 unique values
0 missing
time_since_recent_enqnumeric2382 unique values
0 missing
enq_l12mnumeric66 unique values
0 missing
enq_l6mnumeric55 unique values
0 missing
enq_l3mnumeric38 unique values
0 missing
maritalstatusnumeric2 unique values
0 missing
educationnumeric7 unique values
0 missing
agenumeric47 unique values
0 missing
gendernumeric2 unique values
0 missing
netmonthlyincomenumeric1316 unique values
0 missing
time_with_curr_emprnumeric490 unique values
0 missing
pct_of_active_tls_evernumeric421 unique values
0 missing
pct_opened_tls_l6m_of_l12mnumeric109 unique values
0 missing
pct_currentbal_all_tlnumeric1529 unique values
0 missing
cc_utilizationnumeric907 unique values
0 missing
cc_flagnumeric2 unique values
0 missing
pl_utilizationnumeric918 unique values
0 missing
pl_flagnumeric2 unique values
0 missing
pct_pl_enq_l6m_of_l12mnumeric93 unique values
0 missing
pct_cc_enq_l6m_of_l12mnumeric54 unique values
0 missing
pct_pl_enq_l6m_of_evernumeric141 unique values
0 missing
pct_cc_enq_l6m_of_evernumeric93 unique values
0 missing
max_unsec_exposure_inpctnumeric8975 unique values
0 missing
hl_flagnumeric2 unique values
0 missing
gl_flagnumeric2 unique values
0 missing
last_prod_enq2numeric6 unique values
0 missing
first_prod_enq2numeric6 unique values
0 missing
credit_scorenumeric250 unique values
0 missing

19 properties

51336
Number of instances (rows) of the dataset.
62
Number of attributes (columns) of the dataset.
4
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
61
Number of numeric attributes.
0
Number of nominal attributes.
62.72
Percentage of instances belonging to the most frequent class.
0
Percentage of nominal attributes.
32199
Number of instances belonging to the most frequent class.
11.3
Percentage of instances belonging to the least frequent class.
5803
Number of instances belonging to the least frequent class.
0
Number of binary attributes.
0
Percentage of binary attributes.
0
Percentage of instances having missing values.
1
Average class difference between consecutive instances.
0
Percentage of missing values.
0
Number of attributes divided by the number of instances.
98.39
Percentage of numeric attributes.

0 tasks

Define a new task