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BIDA 630 Data Analytics Final exam with complete solutions 2024_2025. $11.49   Add to cart

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BIDA 630 Data Analytics Final exam with complete solutions 2024_2025.

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  • Course
  • BIDA 630
  • Institution
  • BIDA 630

BIDA 630 Data Analytics Final exam with complete solutions 2024_2025.

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  • September 15, 2024
  • 7
  • 2024/2025
  • Exam (elaborations)
  • Questions & answers
  • BIDA 630
  • BIDA 630
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BIDA 630 Data Analytics Final exam with
complete solutions 2024/2025




Identify whether the task required is supervised or unsupervised learning:
Predicting whether a company will go bankrupt based on comparing its financial
data to those of similar bankrupt and non bankrupt firms. - ANSWER- Supervised
learning, all information evaluated is known

Identify whether the task required is supervised or unsupervised learning:
Printing of custom discount coupons at the conclusion of a grocery store
checkout based on what you just bought and what others have bought
previously. - ANSWER- Unsupervised learning; outcomes are unknown

True or false: The test data are used to build models, or to further tweak the
model or improve its fit. - ANSWER- False

_____________ is used for assessing the performance of the final chosen model
on new data - ANSWER- The test data partition

When a model is fit to training data, zero error with those data is not necessarily
good. This special case is called ______. - ANSWER- Overfitting

True or false: Bar charts are useful for comparing a single statistic (e.g. average,
count, percentage) across groups. The height of the bar represents the value of
statistic, and different bars correspond to different groups. - ANSWER- True

Which of the following are the most popular visualization tools in JMP_Pro? -
ANSWER- Graph Builder, Fit Y by X, Distribution

, Scatter plots play important role in prediction. Next step can be developing a
model. Scatter plots provide information about relationships (linear or non-linear)
between variables. The variables in scatter plot ________. - ANSWER- Numerical

In a box plot, the box include %50 of the data, the horizontal line represents
(i)____________, the top and bottom of the box represent (ii)________,
respectively. - ANSWER- (i) the Median (50th percentile); (ii) the 75th and 25th
percentiles

In JMP a diamond is displayed in the box, where the center of the diamond is
_________. - ANSWER- The mean

The density ellipsoid in scatterplot matrix is a good graphical indicator of the
correlation between two variables. The ellipsoid collapses diagonally as the
correlation between the two variables approaches either 1 or -1.
The ellipsoid is more circular if the two variables are more correlated. (TRUE or
FALSE?) - ANSWER- False; The ellipsoid is more circular (less diagonally
oriented) if the two variables are less correlated

True or False: Sensitivity and Specificity are plotted on an ROC Curve. -
ANSWER- True

To obtain an honest estimate of future classification error, we use the
classification matrix that is computed from ________. - ANSWER- Validation data

True or False: The classification matrix, also called confusion matrix, gives
estimates of the true classification and misclassification rates. - ANSWER- True

How do you calculate the error rate on a classification matrix (Confusion Chart)? -
ANSWER- Total incorrect predictions / total predictions

The 'portion' of a lift curve represents what percent of the data, and how is this
portion sorted? - ANSWER- The portion (portion = .2 = p) represents the top p%
(20%) of the data, as sorted by their predicted probability of predictor

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