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Greetings, Could someone please help with this R programming exercise? The data is below. Thank you A- Fit a Logistic Regression Model Fit a logistic

Greetings,

Could someone please help with this R programming exercise? The data is below. Thank you

A- Fit a Logistic Regression Model

  1. Fit a logistic regression model to the binary-classifier-data.csv dataset
  2. The dataset (found inbinary-classifier-data.csv) contains three variables; label, x, and y. The label variable is either 0 or 1 and is the output we want to predict using the x and y variables.
    1. What is the accuracy of the logistic regression classifier

binary-classifier-data.csv dataset

label x y
0 70.88469 83.17702
0 74.97176 87.92922
0 73.78333 92.20325
0 66.40747 81.10617
0 69.07399 84.53739
0 72.23616 86.38403
0 70.92514 89.73168
0 77.57454 98.63425
0 72.75624 92.37422
0 69.0366 91.74529
0 67.20828 85.62172
0 71.10117 101.4888
0 68.01709 83.81533
0 72.37629 89.20004
0 70.7026 86.51171
0 69.2368 89.98705
0 65.37138 83.04976
0 69.16044 91.30133
0 73.8469 93.36843
0 69.52171 89.94501
0 67.95124 91.79681
0 72.7026 92.32404
0 67.47315 86.56905
0 66.26135 90.7687
0 75.57815 91.81035
0 68.41029 85.32959
0 68.09382 91.80961
0 76.10679 86.92784
0 65.16124 80.7794
0 65.77994 88.73708
0 69.54418 82.12866
0 71.99746 78.86599
0 67.13947 88.0605
0 72.5218 81.78212
0 68.49425 82.44224
0 73.62704 86.19587
0 68.60145 84.93345
0 81.06559 92.99035
0 68.15576 83.97527
0 64.3719 86.22894
0 67.90532 93.47074
0 72.37434 80.93594
0 70.7967 90.86587
0 64.99727 85.80802
0 67.24623 88.50708
0 67.52769 98.87718
0 73.17363 96.58677
0 80.03457 91.47279
0 71.40789 90.15792
0 68.69496 89.33048
0 71.2808 84.72027
0 67.54185 85.54942
0 70.98123 93.74373
0 67.01065 83.36586
0 71.41361 90.11751
0 48.48391 40.06838
0 49.05764 38.49491
0 49.03912 39.83932
0 50.17205 43.06785
0 48.87424 42.09335
0 49.14474 37.78848
0 48.40126 42.33843
0 48.67201 39.54598
0 47.14664 45.14719
0 50.02214 45.69452
0 49.25281 42.64397
0 49.09991 40.074
0 49.20397 33.66105
0 47.83637 43.82052
0 49.65752 42.55331
0 48.26329 35.64447
0 49.7379 38.84591
0 49.64305 45.91976
0 47.16221 47.57488
0 48.67494 43.56255
0 46.13059 42.06876
0 48.73462 40.56963
0 47.89646 44.92116
0 48.29925 35.40606
0 48.74338 37.1465
0 48.74028 36.52425
0 45.05579 45.21615
0 48.67989 37.875
0 47.58688 38.75329
0 49.05341 36.4743
0 48.00753 44.83579
0 48.13913 43.73264
0 46.09651 36.21656
0 49.22916 39.46246
0 47.67341 39.54826
0 47.77431 30.91093
0 47.32824 37.03312
0 47.09939 42.39616
0 49.68217 36.63031
0 50.47284 43.83972
0 48.83413 41.56444
0 49.62159 47.53151
0 49.51867 47.50066
0 42.11056 75.6791

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