[BUG]: When applying the smote algorithm, an error is reported #4079
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pycaret version checks
I have checked that this issue has not already been reported here.
I have confirmed this bug exists on the latest version of pycaret.
I have confirmed this bug exists on the master branch of pycaret (pip install -U git+https://github.com/pycaret/pycaret.git@master).
Issue Description
Thank you very much for making a docker image for this library. I installed your latest image on the local docker and processed my data. Other codes can run normally, but when I want to apply the somte algorithm, the following error is reported
# import pycaret classification and init setup from pycaret.classification import * s = setup(df, target = 'Discharge_status', session_id = 2023, normalize = True, normalize_method = 'minmax', numeric_imputation ="knn", fix_imbalance = True)`Package Version
adagio 0.2.4
aiofiles 23.1.0
aiohttp 3.8.4
aiosignal 1.3.1
alembic 1.10.2
altair 4.2.2
ansi2html 1.8.0
antlr4-python3-runtime 4.11.1
anyio 3.6.2
appdirs 1.4.4
argon2-cffi 21.3.0
argon2-cffi-bindings 21.2.0
asttokens 2.2.1
async-generator 1.10
async-timeout 4.0.2
attrs 22.2.0
autoviz 0.1.58
backcall 0.2.0
backports.functools-lru-cache 1.6.4
beautifulsoup4 4.12.0
bleach 6.0.0
bokeh 2.4.3
boto3 1.26.95
botocore 1.29.95
catboost 1.1.1
category-encoders 2.6.0
certifi 2022.12.7
cffi 1.15.1
charset-normalizer 3.1.0
click 8.1.3
cloudpickle 2.2.1
cmaes 0.9.1
codecov 2.1.12
colorcet 3.0.1
colorlog 6.7.0
colour 0.1.5
comm 0.1.2
contourpy 1.0.7
coverage 7.2.2
cryptography 39.0.2
cycler 0.11.0
Cython 0.29.33
daal 2023.0.1
daal4py 2023.0.1
dash 2.9.1
dash-auth 2.0.0
dash-bootstrap-components 1.4.1
dash-core-components 2.0.0
dash-cytoscape 0.3.0
dash-html-components 2.0.0
dash-table 5.0.0
dash-testing-stub 0.0.2
dask 2023.3.1
databricks-cli 0.17.5
debugpy 1.6.6
decorator 5.1.1
deepchecks 0.13.0
defusedxml 0.7.1
Deprecated 1.2.13
deprecation 2.1.0
dill 0.3.6
distlib 0.3.6
distributed 2023.3.1
docker 6.0.1
dtreeviz 2.2.0
emoji 2.2.0
entrypoints 0.4
et-xmlfile 1.1.0
evidently 0.2.6
exceptiongroup 1.1.1
executing 1.2.0
explainerdashboard 0.4.2.1
fairlearn 0.7.0
fastapi 0.95.0
fastjsonschema 2.16.3
ffmpy 0.3.0
filelock 3.10.0
Flask 2.2.3
flask-simplelogin 0.1.1
Flask-WTF 0.15.1
fonttools 4.39.2
frozenlist 1.3.3
fs 2.4.16
fsspec 2023.3.0
fugue 0.8.1
fugue-sql-antlr 0.1.5
future 0.18.3
gevent 22.10.2
gitdb 4.0.10
GitPython 3.1.31
gradio 3.22.1
graphviz 0.20.1
greenlet 2.0.2
grpcio 1.51.3
gunicorn 20.1.0
h11 0.14.0
HeapDict 1.0.1
holoviews 1.14.9
htmlmin 0.1.12
httpcore 0.16.3
httpx 0.23.3
huggingface-hub 0.13.3
hvplot 0.8.3
hyperopt 0.2.7
idna 3.4
ImageHash 4.3.1
imageio 2.26.1
imbalanced-learn 0.10.1
importlib-metadata 5.2.0
importlib-resources 5.12.0
iniconfig 2.0.0
interpret 0.3.2
interpret_community 0.31.0
interpret-core 0.3.2
ipykernel 6.22.0
ipython 7.34.0
ipython-genutils 0.2.0
ipywidgets 7.7.3
itsdangerous 2.1.2
jedi 0.18.2
Jinja2 3.1.2
jmespath 1.0.1
joblib 1.2.0
jsonpickle 3.0.1
jsonschema 4.17.3
jupyter 1.0.0
jupyter_client 8.0.3
jupyter-console 6.6.3
jupyter_core 5.3.0
jupyter-dash 0.4.2
jupyter-server 1.23.6
jupyterlab-pygments 0.2.2
jupyterlab-widgets 1.1.2
kaleido 0.2.1
kiwisolver 1.4.4
kmodes 0.12.2
lazy_loader 0.1
lightgbm 3.3.5
lime 0.2.0.1
linkify-it-py 2.0.0
llvmlite 0.39.1
locket 1.0.0
lxml 4.9.2
m2cgen 0.10.0
Mako 1.2.4
Markdown 3.4.1
markdown-it-py 2.2.0
MarkupSafe 2.1.2
matplotlib 3.6.3
matplotlib-inline 0.1.6
mdit-py-plugins 0.3.3
mdurl 0.1.2
mistune 2.0.5
ml_wrappers 0.5.6
mlflow 1.30.0
mlxtend 0.21.0
moto 4.1.5
msgpack 1.0.5
multidict 6.0.4
multimethod 1.9.1
multiprocess 0.70.14
nbclassic 0.5.3
nbclient 0.7.2
nbconvert 7.2.10
nbformat 5.8.0
nest-asyncio 1.5.6
networkx 3.0
nltk 3.8.1
notebook 6.5.3
notebook_shim 0.2.2
numba 0.56.4
numpy 1.23.5
oauthlib 3.2.2
openpyxl 3.1.5
optuna 3.1.0
orjson 3.8.8
outcome 1.2.0
oyaml 1.0
packaging 8000 21.3
pandas 1.5.3
pandas-profiling 3.6.6
pandocfilters 1.5.0
panel 0.12.7
param 1.13.0
parso 0.8.3
partd 1.3.0
patsy 0.5.3
percy 2.0.2
pexpect 4.8.0
phik 0.12.3
pickleshare 0.7.5
Pillow 9.4.0
pip 23.0.1
pkgutil_resolve_name 1.3.10
platformdirs 3.1.1
plotly 5.13.1
plotly-resampler 0.8.3.2
pluggy 1.0.0
pmdarima 2.0.3
prometheus-client 0.16.0
prometheus-flask-exporter 0.22.3
prompt-toolkit 3.0.38
protobuf 3.20.3
psutil 5.9.4
ptyprocess 0.7.0
pure-eval 0.2.2
py4j 0.10.9.7
pyamg 4.2.3
pyaml 21.10.1
pyarrow 11.0.0
pycaret 3.0.0
pycparser 2.21
pyct 0.5.0
pydantic 1.10.6
pydub 0.25.1
Pygments 2.14.0
PyJWT 2.6.0
pynndescent 0.5.8
PyNomaly 0.3.3
pyod 1.0.9
pyOpenSSL 23.0.0
pyparsing 3.0.9
pyrsistent 0.19.3
PySocks 1.7.1
pytest 7.2.2
python-dateutil 2.8.2
python-multipart 0.0.6
python-utils 3.5.2
pytz 2022.7.1
pyviz-comms 2.2.1
PyWavelets 1.4.1
PyYAML 5.4.1
pyzmq 23.2.1
qpd 0.4.0
qtconsole 5.4.1
QtPy 2.3.0
querystring-parser 1.2.4
raiutils 0.4.2
ray 2.3.0
regex 2022.10.31
requests 2.28.2
responses 0.23.1
retrying 1.3.4
rfc3986 1.5.0
s3transfer 0.6.0
SALib 1.4.7
schemdraw 0.15
scikit-image 0.20.0
scikit-learn 1.2.2
scikit-learn-intelex 2023.0.1
scikit-optimize 0.9.0
scikit-plot 0.3.7
scipy 1.9.1
seaborn 0.12.2
selenium 4.2.0
Send2Trash 1.8.0
setuptools 60.10.0
shap 0.41.0
six 1.16.0
skope-rules 1.0.1
sktime 0.16.1
slicer 0.0.7
smmap 5.0.0
sniffio 1.3.0
sortedcontainers 2.4.0
soupsieve 2.4
SQLAlchemy 1.4.47
sqlglot 11.4.1
sqlparse 0.4.3
stack-data 0.6.2
starlette 0.26.1
statsforecast 1.5.0
statsmodels 0.13.5
tabulate 0.9.0
tangled-up-in-unicode 0.2.0
tbats 1.1.2
tbb 2021.8.0
tblib 1.7.0
tenacity 8.2.2
tensorboardX 2.6
terminado 0.17.1
textblob 0.17.1
threadpoolctl 3.1.0
tifffile 2023.3.15
tinycss2 1.2.1
tomli 2.0.1
toolz 0.12.0
tornado 6.2
tqdm 4.64.1
trace-updater 0.0.9
traitlets 5.9.0
treeinterpreter 0.2.3
triad 0.8.4
trio 0.22.0
trio-websocket 0.10.2
tune-sklearn 0.4.5
typeguard 2.13.3
types-PyYAML 6.0.12.8
typing_extensions 4.5.0
uc-micro-py 1.0.1
umap-learn 0.5.3
urllib3 1.26.15
urllib3-secure-extra 0.1.0
uvicorn 0.21.1
virtualenv 20.21.0
visions 0.7.5
waitress 2.1.2
wcwidth 0.2.6
webencodings 0.5.1
websocket-client 1.5.1
websockets 10.4
Werkzeug 2.2.3
wheel 0.40.0
widgetsnbextension 3.6.2
wordcloud 1.8.2.2
wrapt 1.15.0
wsproto 1.2.0
WTForms 3.0.1
wurlitzer 3.0.3
xgboost 1.7.4
xlrd 2.0.1
xmltodict 0.13.0
xxhash 3.2.0
yarl 1.8.2
ydata-profiling 4.1.1
yellowbrick 1.5
zict 2.2.0
zipp 3.15.0
zope.event 4.6
zope.interface 6.0
Note: you may need to restart the kernel to use updated packages.`
Reproducible Example
Expected Behavior
Actual Results
Installed Versions
`Package Version
adagio 0.2.4
aiofiles 23.1.0
aiohttp 3.8.4
aiosignal 1.3.1
alembic 1.10.2
altair 4.2.2
ansi2html 1.8.0
antlr4-python3-runtime 4.11.1
anyio 3.6.2
appdirs 1.4.4
argon2-cffi 21.3.0
argon2-cffi-bindings 21.2.0
asttokens 2.2.1
async-generator 1.10
async-timeout 4.0.2
attrs 22.2.0
autoviz 0.1.58
backcall 0.2.0
backports.functools-lru-cache 1.6.4
beautifulsoup4 4.12.0
bleach 6.0.0
bokeh 2.4.3
boto3 1.26.95
botocore 1.29.95
catboost 1.1.1
category-encoders 2.6.0
certifi 2022.12.7
cffi 1.15.1
charset-normalizer 3.1.0
click 8.1.3
cloudpickle 2.2.1
cmaes 0.9.1
codecov 2.1.12
colorcet 3.0.1
colorlog 6.7.0
colour 0.1.5
comm 0.1.2
contourpy 1.0.7
coverage 7.2.2
cryptography 39.0.2
cycler 0.11.0
Cython 0.29.33
daal 2023.0.1
daal4py 2023.0.1
dash 2.9.1
dash-auth 2.0.0
dash-bootstrap-components 1.4.1
dash-core-components 2.0.0
dash-cytoscape 0.3.0
dash-html-components 2.0.0
dash-table 5.0.0
dash-testing-stub 0.0.2
dask 2023.3.1
databricks-cli 0.17.5
debugpy 1.6.6
decorator 5.1.1
deepchecks 0.13.0
defusedxml 0.7.1
Deprecated 1.2.13
deprecation 2.1.0
dill 0.3.6
distlib 0.3.6
distributed 2023.3.1
docker 6.0.1
dtreeviz 2.2.0
emoji 2.2.0
entrypoints 0.4
et-xmlfile 1.1.0
evidently 0.2.6
exceptiongroup 1.1.1
executing 1.2.0
explainerdashboard 0.4.2.1
fairlearn 0.7.0
fastapi 0.95.0
fastjsonschema 2.16.3
ffmpy 0.3.0
filelock 3.10.0
Flask 2.2.3
flask-simplelogin 0.1.1
Flask-WTF 0.15.1
fonttools 4.39.2
frozenlist 1.3.3
fs 2.4.16
fsspec 2023.3.0
fugue 0.8.1
fugue-sql-antlr 0.1.5
future 0.18.3
gevent 22.10.2
gitdb 4.0.10
GitPython 3.1.31
gradio 3.22.1
graphviz 0.20.1
greenlet 2.0.2
grpcio 1.51.3
gunicorn 20.1.0
h11 0.14.0
HeapDict 1.0.1
holoviews 1.14.9
htmlmin 0.1.12
httpcore 0.16.3
httpx 0.23.3
huggingface-hub 0.13.3
hvplot 0.8.3
hyperopt 0.2.7
idna 3.4
ImageHash 4.3.1
imageio 2.26.1
imbalanced-learn 0.10.1
importlib-metadata 5.2.0
importlib-resources 5.12.0
iniconfig 2.0.0
interpret 0.3.2
interpret_community 0.31.0
interpret-core 0.3.2
ipykernel 6.22.0
ipython 7.34.0
ipython-genutils 0.2.0
ipywidgets 7.7.3
itsdangerous 2.1.2
jedi 0.18.2
Jinja2 3.1.2
jmespath 1.0.1
joblib 1.2.0
jsonpickle 3.0.1
jsonschema 4.17.3
jupyter 1.0.0
jupyter_client 8.0.3
jupyter-console 6.6.3
jupyter_core 5.3.0
jupyter-dash 0.4.2
jupyter-server 1.23.6
jupyterlab-pygments 0.2.2
jupyterlab-widgets 1.1.2
kaleido 0.2.1
kiwisolver 1.4.4
kmodes 0.12.2
lazy_loader 0.1
lightgbm 3.3.5
lime 0.2.0.1
linkify-it-py 2.0.0
llvmlite 0.39.1
locket 1.0.0
lxml 4.9.2
m2cgen 0.10.0
Mako 1.2.4
Markdown 3.4.1
markdown-it-py 2.2.0
MarkupSafe 2.1.2
matplotlib 3.6.3
matplotlib-inline 0.1.6
mdit-py-plugins 0.3.3
mdurl 0.1.2
mistune 2.0.5
ml_wrappers 0.5.6
mlflow 1.30.0
mlxtend 0.21.0
moto 4.1.5
msgpack 1.0.5
multidict 6.0.4
multimethod 1.9.1
multiprocess 0.70.14
nbclassic 0.5.3
nbclient 0.7.2
nbconvert 7.2.10
nbformat 5.8.0
nest-asyncio 1.5.6
networkx 3.0
nltk 3.8.1
notebook 6.5.3
notebook_shim 0.2.2
numba 0.56.4
numpy 1.23.5
oauthlib 3.2.2
openpyxl 3.1.5
optuna 3.1.0
orjson 3.8.8
outcome 1.2.0
oyaml 1.0
packaging 21.3
pandas 1.5.3
pandas-profiling 3.6.6
pandocfilters 1.5.0
panel 0.12.7
param 1.13.0
parso 0.8.3
partd 1.3.0
patsy 0.5.3
percy 2.0.2
pexpect 4.8.0
phik 0.12.3
pickleshare 0.7.5
Pillow 9.4.0
pip 23.0.1
pkgutil_resolve_name 1.3.10
platformdirs 3.1.1
plotly 5.13.1
plotly-resampler 0.8.3.2
pluggy 1.0.0
pmdarima 2.0.3
prometheus-client 0.16.0
prometheus-flask-exporter 0.22.3
prompt-toolkit 3.0.38
protobuf 3.20.3
psutil 5.9.4
ptyprocess 0.7.0
pure-eval 0.2.2
py4j 0.10.9.7
pyamg 4.2.3
pyaml 21.10.1
pyarrow 11.0.0
pycaret 3.0.0
pycparser 2.21
pyct 0.5.0
pydantic 1.10.6
pydub 0.25.1
Pygments 2.14.0
PyJWT 2.6.0
pynndescent 0.5.8
PyNomaly 0.3.3
pyod 1.0.9
pyOpenSSL 23.0.0
pyparsing 3.0.9
pyrsistent 0.19.3
PySocks 1.7.1
pytest 7.2.2
python-dateutil 2.8.2
python-multipart 0.0.6
python-utils 3.5.2
pytz 2022.7.1
pyviz-comms 2.2.1
PyWavelets 1.4.1
PyYAML 5.4.1
pyzmq 23.2.1
qpd 0.4.0
qtconsole 5.4.1
QtPy 2.3.0
querystring-parser 1.2.4
raiutils 0.4.2
ray 2.3.0
regex 2022.10.31
requests 2.28.2
responses 0.23.1
retrying 1.3.4
rfc3986 1.5.0
s3transfer 0.6.0
SALib 1.4.7
schemdraw 0.15
scikit-image 0.20.0
scikit-learn 1.2.2
scikit-learn-intelex 2023.0.1
scikit-optimize 0.9.0
scikit-plot 0.3.7
scipy 1.9.1
seaborn 0.12.2
selenium 4.2.0
Send2Trash 1.8.0
setuptools 60.10.0
shap 0.41.0
six 1.16.0
skope-rules 1.0.1
sktime 0.16.1
slicer 0.0.7
smmap 5.0.0
sniffio 1.3.0
sortedcontainers 2.4.0
soupsieve 2.4
SQLAlchemy 1.4.47
sqlglot 11.4.1
sqlparse 0.4.3
stack-data 0.6.2
starlette 0.26.1
statsforecast 1.5.0
statsmodels 0.13.5
tabulate 0.9.0
tangled-up-in-unicode 0.2.0
tbats 1.1.2
tbb 2021.8.0
tblib 1.7.0
tenacity 8.2.2
tensorboardX 2.6
terminado 0.17.1
textblob 0.17.1
threadpoolctl 3.1.0
tifffile 2023.3.15
tinycss2 1.2.1
tomli 2.0.1
toolz 0.12.0
tornado 6.2
tqdm 4.64.1
trace-updater 0.0.9
traitlets 5.9.0
treeinterpreter 0.2.3
triad 0.8.4
trio 0.22.0
trio-websocket 0.10.2
tune-sklearn 0.4.5
typeguard 2.13.3
types-PyYAML 6.0.12.8
typing_extensions 4.5.0
uc-micro-py 1.0.1
umap-learn 0.5.3
urllib3 1.26.15
urllib3-secure-extra 0.1.0
uvicorn 0.21.1
virtualenv 20.21.0
visions 0.7.5
waitress 2.1.2
wcwidth 0.2.6
webencodings 0.5.1
websocket-client 1.5.1
websockets 10.4
Werkzeug 2.2.3
wheel 0.40.0
widgetsnbextension 3.6.2
wordcloud 1.8.2.2
wrapt 1.15.0
wsproto 1.2.0
WTForms 3.0.1
wurlitzer 3.0.3
xgboost 1.7.4
xlrd 2.0.1
xmltodict 0.13.0
xxhash 3.2.0
yarl 1.8.2
ydata-profiling 4.1.1
yellowbrick 1.5
zict 2.2.0
zipp 3.15.0
zope.event 4.6
zope.interface 6.0
Note: you may need to restart the kernel to use updated packages.`
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