Question

In: Statistics and Probability

Say that a neural network has been constructed to predict the creditworthiness of applicants. There are...

Say that a neural network has been constructed to predict the creditworthiness of applicants. There are two output nodes: one for yes (1 = yes, 0 = no) and one for no (1 = no, 0 = yes). An applicant receives a score of 0.83 for the “yes” output node and a 0.44 for the “no” output node. Discuss what may have happened and whether the applicant is a good credit risk. explain with your own words please

Solutions

Expert Solution



Related Solutions

if someone has a dataset and they want to build a neural network, how would someone...
if someone has a dataset and they want to build a neural network, how would someone be able to progam that in python for a machine learning project
what does resent50 function do in neural network ?
what does resent50 function do in neural network ?
Briefly assess the relationships between Biological and Artificial Neural Network
Briefly assess the relationships between Biological and Artificial Neural Network
Write a neural network in python for multiclass classification of an imbalanced dataset that makes a...
Write a neural network in python for multiclass classification of an imbalanced dataset that makes a successful model that both trains and evaluates the model and prints the Accuracy, Precision, Recall, and F1 score. Data will be in the form of a CSV file with 600,000 samples (or rows in the CSV) of 15 classes (for y_train and y_test) and 78 input dimensions/features. The imbalance will have some classes that have a low of only 8 samples taken. Your job...
imagine you are a network engineer who has been hired to design a network for a...
imagine you are a network engineer who has been hired to design a network for a small company consisting of a headquarters office in Indianapolis, Indiana, and a branch office in Minneapolis, Minnesota. The company has hired you to design and build the network infrastructure from the ground up. Following is a brief summary of the business structure: Indianapolis, IN This office is the headquarters for the company. It has 61 employees divided across the following three departments: • Administration:...
short essay describe how a neural network function. include the " use it or lose it"...
short essay describe how a neural network function. include the " use it or lose it" concept and the description of how individual cells work to transmit information. 2) you are driving a car. describe the functions of the various parts of your nervous system, including brain structures, are performing. include at least ten parts of the nervous system in your description.
A multiple regression model is to be constructed to predict the final exam score of a...
A multiple regression model is to be constructed to predict the final exam score of a university student doing a particular course based upon their mid-term exam score, the average number of hours spent studying per week and the average number of hours spent watching television per week. Data has been collected on 30 randomly selected individuals: hide data Download the data Final score Mid-term Score Hours studying per week Hours watching TV per week 76 85 19 34 60...
In newly formed neural tube, the intermediate region close to the sulcus limitans, has been not...
In newly formed neural tube, the intermediate region close to the sulcus limitans, has been not exposed to molecules that induce ventral or dorsal characteristics. You perform explant experiments in which you take intermediate neural tube (host tissue) and culture them with donor tissue explants that induce specific spinal cord markers in the host explant. 1. The induced host tissue express Shh following transplant. a. What donor tissue have you explanted next to the host tissue, what signal is released...
Training a convolutional neural network for speech recognition, one finds that performance on the training set...
Training a convolutional neural network for speech recognition, one finds that performance on the training set is very good while the performance on the validation set is unacceptably low. A reasonable fix might be to: (Select the single best answer) And please give a explanation why they are true or false (A) Decrease the weight decay (B) Reduce the training set size (C) Reduce the number of layers and neurons (D) Increase the number of layers and neurons
A new office building has been constructed at a cost of $3,000,000. It is estimated to...
A new office building has been constructed at a cost of $3,000,000. It is estimated to have a life of 50 years with a value at that time of $200,000. It will have maintenance costs of $10,000 per year. It will also have major repairs costing $80,000 that occur at years 10, 20, 30 and 40. It will have additional repairs at the end of year 25 costing $250,000. Determine the equivalent uniform annual cost if the rate of interest...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT