aslan-ng/classical_automl_model
Updated
page count
int64 | width (in.)
float64 | height (in.)
float64 | thickness (in.)
float64 | cover type
int64 | weight (lbs)
float64 |
|---|---|---|---|---|---|
122
| 5.5
| 8.5
| 1
| 1
| 0.8
|
112
| 6
| 9
| 1
| 0
| 0.8
|
56
| 7
| 10
| 0.5
| 0
| 0.4
|
118
| 6
| 9
| 2
| 1
| 1
|
283
| 6
| 9.5
| 3.5
| 1
| 2.2
|
193
| 5.5
| 8.5
| 2
| 0
| 1
|
73
| 4.5
| 7
| 0.5
| 1
| 0.4
|
447
| 8
| 11
| 3.5
| 1
| 4
|
405
| 5.5
| 8.5
| 3.5
| 0
| 2.4
|
125
| 5.5
| 8
| 1.5
| 0
| 0.7
|
428
| 4
| 6.5
| 2.5
| 0
| 0.9
|
238
| 7
| 10.5
| 2.5
| 1
| 1.8
|
252
| 6
| 9
| 3.5
| 1
| 2.1
|
104
| 5.5
| 8
| 1
| 0
| 0.6
|
329
| 6.5
| 9.5
| 1.5
| 1
| 2.2
|
268
| 6
| 8
| 3
| 1
| 2.6
|
172
| 5.5
| 8.5
| 1.5
| 0
| 1.1
|
133
| 6
| 9
| 1
| 1
| 1.2
|
153
| 5.5
| 8
| 1
| 1
| 1.7
|
32
| 5
| 7.5
| 0.3
| 0
| 0.2
|
83
| 4.5
| 6.5
| 0.5
| 1
| 0.4
|
207
| 8
| 10
| 1
| 1
| 3
|
96
| 7.5
| 5.5
| 1
| 0
| 0.7
|
106
| 11.5
| 10
| 1
| 1
| 2.3
|
385
| 7.5
| 10.5
| 3.5
| 1
| 3.5
|
120
| 6.5
| 9.5
| 1
| 0
| 1
|
426
| 11
| 9
| 3
| 1
| 6.4
|
102
| 6
| 9.5
| 1
| 0
| 0.8
|
161
| 6
| 9
| 1.5
| 1
| 1.2
|
128
| 5
| 7
| 1
| 0
| 0.4
|
This dataset contains book measurements that include number of pages, width, height, thickness, and its weight. It also includes cover type, paperback or hardcover, as a target variable. It includes 300 synthetic samples as augmented data.
This dataset contains book measurements that include number of pages, width, height, thickness, and its weight. It also includes cover type, paperback or hardcover, as a target variable. It includes 300 synthetic samples as augmented data.
This dataset can be used to train a model to predict book cover types based on their number of pages, dimensions, and weights.
Made for 24-679 course at Carnegie Mellon.
Sourced from measuring 30 books at Hunt Library.