Use this tag for questions regarding the use of the PyCaret machine learning library.
PyCaret is an open source, low-code machine learning library for Python.
Questions tagged [pycaret]
230 questions
0
votes
1 answer
What is underscore in Feature importance plot made by pycaret
Please see the following Feature importance plot that I made using pycaret. On Y axis, I see two Features named with underscores, C362_165 and C359_95. I don't have any column with these names in my pandas dataframe. My columns are simply named as…
ST24
- 141
- 7
0
votes
1 answer
How to resolve PyCaret error : No matching distribution found for sktime~=0.11.4
I am receiving following error while I am trying to deploy app based on streamlit in heroku.
ERROR: No matching distribution found for sktime~=0.11.4
I have referred various forums but could not find a solution.
PyCaret version I have is…
0
votes
1 answer
xGBoost and Catboost in pycaret
I'm going to use pycaret for a regression problem.
Although according to its tutorials (here: regression tutorial/ beginner level ) models such as xgboost and catboost are available in the package, I can not recall them in my colab environment.
How…
savasci
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- 4
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0 answers
Pycaret and cross_val_score show extremely different scores
I'm trying to get the best model for a regression with pycaret
s=setup(train,target="PUE",fold=5 ,data_split_shuffle=False)
best = compare_models()
Whereas cross_val_score gives :
How can the scores be so dramatically different ?
Allyg
- 11
- 2
0
votes
0 answers
Pycaret optimal threshold too low
I am working on binary classification problems, and using pycaret to try out different methods. All my problems are imbalanced, so one class is typically around 10% of the data.
When I use pycaret to pick a threshold which optimizes for say f1, I…
Andrea Russett
- 81
- 2
- 8
0
votes
0 answers
Downloaded artifact from MLFlow output error
Model was first logged to mlflow using pycaret
from pycaret.regression import *
s = setup(df_cleaned,
target = 'SalePrice',
use_gpu = True,
categorical_features = categorical_features_cleaned,
handle_unknown_categorical =…
John Jam
- 185
- 1
- 1
- 17
0
votes
2 answers
How to solve packages dependency when install pycaret package?
I created a environment, and install pycaret package like this.
conda create -n env_pycaret python=3.10.* pip ipykernel
conda activate env_pycaret
and install from conda with command following. It's run for longtime, I don't see it stop.
conda…
BinhNN
- 87
- 7
0
votes
1 answer
What is the source of ValueError in pycaret and how to solve it?
I have a dataframe comprised of 11 columns one of which, Weekday, is categorical.
columns = ['Series' 'Year' 'Month' 'Day' 'Weekday' 'Number1' 'Number2' 'Number3'
'Number4' 'Number5' 'Number6']
Since data originally was given as a timeseries…
Rebel
- 472
- 8
- 25
0
votes
2 answers
PyCaret Anomaly setup() is not working (ATTRIBUTE ERROR)
I am trying to follow a tutorial to perform Anomaly Detection in PyCaret. While running setup(), I keep getting this error:
AttributeError: 'DataFrame' object has no attribute 'unique'
This error happens anytime I have a categorical variable in the…
vraka0723
- 5
- 2
0
votes
1 answer
How to get regression equation?
I am using PyCaret for comparison of regression models on my data.
After blending of the top 3 models, how can I get the final regression equation(model) of the blender?
Please help!!
0
votes
1 answer
Pycaret plot_model() font(thai language) did not support
Pycaret plot_model() did not support thai font(thai language) on matplotlibs.
How to fix this issue?
plot_model() font missing
Thank you.
ps. On my df, It's can read thai font as encoding = 'utf-8-sig' already.
ps2. I also use this code but not…
Kendo Nextbest
- 9
- 2
0
votes
1 answer
how to hide INFO in cells outputs in google colab
How do I hide info in output cells in Google Colab and only show the result of the code and not the INFO lines?
0
votes
1 answer
PyCaret installation
I encountered an error while installing the PyCaret package .
ERROR: numba 0.54.1 has requirement numpy<1.21,>=1.17, but you'll have numpy 1.22.4 which is incompatible.
ERROR: imageio 2.21.1 has requirement pillow>=8.3.2, but you'll have pillow…
user1738234
- 73
- 7
0
votes
1 answer
Cannot make out this difference in pycaret
What is the difference when you install pycaret by
!pip install -U --pre pycaret and
!pip install pycaret[full].
I find a lot of differnce wrt parameters being supported.
For example for classsification the former does not support feature_interation…
Scope
- 727
- 4
- 15
0
votes
1 answer
Pycaret MlFlow authentication
How can I use log_environment = True in Pycaret setup with
import os import mlflow mlflow.set_tracking_uri("https://dagshub.com/BexTuychiev/pet_pawpularity.mlflow") os.environ["MLFLOW_TRACKING_USERNAME"] = "MLFLOW_TRACKING_USERNAME"…
Green
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