Sentiment_Analysis_Classifier/classifier/visualize.py at master · mirandabohm/Sentiment_Analysis_Classifier · GitHub

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# -*- coding: utf-8 -*-
"""
Created on Sat Aug 20 18:50:54 2022

@author: Mia
"""

import matplotlib.pyplot as plt

def visualize(history):

    plt.plot(history.history['accuracy'])
    plt.plot(history.history['val_accuracy'])
    plt.title('Model Accuracy vs. Epoch')
    plt.ylabel('accuracy')
    plt.xlabel('epoch')
    plt.legend(['Train', 'Test'], loc='upper left')
    plt.show()

    plt.plot(history.history['loss'])
    plt.plot(history.history['val_loss'])
    plt.title('Model Loss vs. Epoch')
    plt.ylabel('loss')
    plt.xlabel('Epoch')
    plt.legend(['Train', 'Test'], loc='upper left')
    plt.show()

    plt.plot(history.history['precision'])
    plt.plot(history.history['val_precision'])
    plt.title('Model Precision vs. Epoch')
    plt.ylabel('Precision')
    plt.xlabel('Epoch')
    plt.legend(['Train', 'Test'], loc='upper left')
    plt.show()

    plt.plot(history.history['recall'])
    plt.plot(history.history['val_recall'])
    plt.title('Model Recall vs. Epoch')
    plt.ylabel('Recall')
    plt.xlabel('Epoch')
    plt.legend(['Train', 'Test'], loc='upper left')
    plt.show()