CODEWITHSUNDEEP
pythonpython-3.xmachine-learning
user10600066
user10600066

Reputation: 53

How to save multiple models by using python

How to save multiple SVM models by using python

I am trying to save multiple model to save in a path by taking name from list by using for loop range.

My model is working fine but while trying to save each in unique name getting error.

city_id = ['1', '2', '18', '19', '21', '23', '26', '27', '28', '32', '35', '36', '37', '38', '39', '40', '41',
       '42', '43', '44', '45', '46', '47', '49', '50', '51', '58', '65', '67', '68', '69', '70', '71']


for i in range(len(city_id)):

    joblib.dump(model, 'D:/Model/model_Predict_Locality_predictor_'+ str(city_id[i]) +'.pkl', compress=1)

but getting out of range error I have check range also but both range are same.

Error

1 Model Pipeline Created Successfully... Data fitted Successfully... Data Predicted Successfully... Accuracy: 0.9908892595919415 list index out of range 2 Model Pipeline Created Successfully... Data fitted Successfully... Data Predicted Successfully... Accuracy: 0.9790685504971219 list index out of range

After the accuracy, getting error as above.

Please suggest

Upvotes: 0

Views: 1691

Answers (1)

Venkatachalam
Venkatachalam

Reputation: 16966

You have used i as the index variable for both for loops. Correct that and then try!

Upvotes: 1

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