dipanjanS/practical-machine-learning-with-python

unable to install model_evaluation_utils

msnir009 opened this issue · 9 comments

Hi, I am trying to use your model evaluation package in google colab and I am getting the error as below:
!pip install model_evaluation_utils

Collecting model_evaluation_utils
ERROR: Could not find a version that satisfies the requirement model_evaluation_utils (from versions: none)
ERROR: No matching distribution found for model_evaluation_utils

how can I solve this problem?

Appreciate your reply. Thanks

It's not a publicly available library, there is a model_evaluation_utils.py file which is imported in the code and used

thanks. I tried to import the file but i am getting this error:
AttributeError: module 'model_evaluation_utils' has no attribute 'display_model_performance_metrics'

Could you please mention more details like which notebook, which folder \ chapter and files you are using, and even show the code causing the error. It is difficult to debug it from just this message because the said function is already present in the file.

AttributeError: module 'model_evaluation_utils' has no attribute 'display_model_performance_metrics'
the above function is already present in the file but still i am getting that error.
Please help me to resolve this issue.

thanks. I tried to import the file but i am getting this error:
AttributeError: module 'model_evaluation_utils' has no attribute 'display_model_performance_metrics'

Is ur error resolved, if so please help me.

A5mad commented

I am guessing that this is just a .py file that you have to run and use its functions.

I used this code instead of importing the "model_evaluation_utils" and used the functions defined here directly instead:
https://github.com/dipanjanS/practical-machine-learning-with-python/blob/master/notebooks/Ch05_Building_Tuning_and_Deploying_Models/model_evaluation_utils.py

This solved my problem

A5mad commented

AttributeError: module 'model_evaluation_utils' has no attribute 'display_model_performance_metrics'
the above function is already present in the file but still i am getting that error.
Please help me to resolve this issue.

This is the function that you required from the model_evaluation_utils file:

def display_model_performance_metrics(true_labels, predicted_labels, classes=[1,0]): print('Model Performance metrics:') print('-'*30) get_metrics(true_labels=true_labels, predicted_labels=predicted_labels) print('\nModel Classification report:') print('-'*30) display_classification_report(true_labels=true_labels, predicted_labels=predicted_labels, classes=classes) print('\nPrediction Confusion Matrix:') print('-'*30) display_confusion_matrix(true_labels=true_labels, predicted_labels=predicted_labels, classes=classes)

I am guessing that this is just a .py file that you have to run and use its functions.
I used this code instead of importing the "model_evaluation_utils" and used the functions defined here directly instead:
https://github.com/dipanjanS/practical-machine-learning-with-python/blob/master/notebooks/Ch05_Building_Tuning_and_Deploying_Models/model_evaluation_utils.py
This solved my problem

Thank you so much....... @A5mad

hello,
i am a student,
i have gone through your book- 1_Practical Machine Learning with Python_ A Problem-Solver’s Guide to Building Real-World Intelligent Systems
i am learning this chapter
CHAPTER 9
Analyzing Wine Types and Quality

i got stuck at Predictive Modeling task
at this code
import model_evaluation_utils as meu
Screenshot 2023-03-08 011605

its looks like you have created this library, if possible will u share with us.

THANK YOU.
MOHAMMED AZMATH