No module named "" error when loading the pickle file
I created a model and I saved it in a pickle file using the Algorithm SVR(Support Vector Regression)
import pickle
pickle.dump(model,open('carb patients data/Pickles/svr.pickle', 'wb'))
In jupyter notebook it gives an error
can't pickle _thread.RLock objects
So I converted that jupyter file in to a .py file and downloaded it and executed using the Python Idle. Then it got saved in that particular location. But when I try to load my pickle file from another Jupyter Notebook it gives an error called,
No module named 'sklearn.svm._classes'
The code how i tried to load the pickle file,
from flask import Flask, request, redirect, url_for, flash, jsonify
import numpy as np
import pickle as p
import json
from sklearn import ensemble
app = Flask(__name__)
@app.route('/api/', methods=['POST'])
def makecalc():
data = request.get_json()
prediction = np.array2string(model.predict(data))
return jsonify(prediction)
if __name__ == '__main__':
modelfile = 'Clustering Patients/carb patients data/Pickles/svr.pickle'
model = p.load(open(modelfile, 'rb'))
app.run(debug=True, host='0.0.0.0')
Any thing I have done wrong or is it an issue in the Jupyter Notebook? How can I load my saved pickle file?
Category Data Science