Your Task
Evaluate the Neural Network based predictive modelling capability in the Orange Data Mining
Application.
The report is worth 30 marks (see rubric for allocation of these marks).
Assessment Description
There has been a recent advent of Neural Networks including applications in deep learning.
Analytics professionals can run basic Deep Learning applications via the browser and no-code
platforms as the algorithms use hardware accessed via the cloud to provide the required
performance.
Assessment You have been introduced to the Orange Data Mining application in class. Please ensure you have
downloaded it and are familiar with its operation. You will also be provided with a dataset containing
images.
• Image Classification
a. Construct a predictive model using the Image Analytics widgets in Orange.
b. Classify the images using your model.
• Re- analyse dataset used in Assessment 1
a. Construct a predictive model using the Neural Network widget in Orange.
b. Classify the outcomes using your model.
Page 2 Kaplan Business School Assessment Outline
• Evaluate the effectiveness in both cases in terms of
a. Accuracy
b. Utility
c. Method used
d. ease of use, and
e. cognitive load.
• Recommend improvements or suggest other applications.
• Summarise your findings.
• Include a list of references that is directly related to the Each reference needs to
be linked to at least one specific point in the content of your assessment.
DATASET IN ATTACHMENT LINK
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