sex
stringclasses 3
values | length
float64 0.08
0.82
| diameter
float64 0.06
0.65
| height
float64 0
1.13
| whole_weight
float64 0
2.83
| shucked_weight
float64 0
1.49
| viscera_weight
float64 0
0.76
| shell_weight
float64 0
1.01
| number_of_rings
int8 1
29
|
---|---|---|---|---|---|---|---|---|
M | 0.455 | 0.365 | 0.095 | 0.514 | 0.2245 | 0.101 | 0.15 | 15 |
M | 0.35 | 0.265 | 0.09 | 0.2255 | 0.0995 | 0.0485 | 0.07 | 7 |
F | 0.53 | 0.42 | 0.135 | 0.677 | 0.2565 | 0.1415 | 0.21 | 9 |
M | 0.44 | 0.365 | 0.125 | 0.516 | 0.2155 | 0.114 | 0.155 | 10 |
I | 0.33 | 0.255 | 0.08 | 0.205 | 0.0895 | 0.0395 | 0.055 | 7 |
I | 0.425 | 0.3 | 0.095 | 0.3515 | 0.141 | 0.0775 | 0.12 | 8 |
F | 0.53 | 0.415 | 0.15 | 0.7775 | 0.237 | 0.1415 | 0.33 | 20 |
F | 0.545 | 0.425 | 0.125 | 0.768 | 0.294 | 0.1495 | 0.26 | 16 |
M | 0.475 | 0.37 | 0.125 | 0.5095 | 0.2165 | 0.1125 | 0.165 | 9 |
F | 0.55 | 0.44 | 0.15 | 0.8945 | 0.3145 | 0.151 | 0.32 | 19 |
F | 0.525 | 0.38 | 0.14 | 0.6065 | 0.194 | 0.1475 | 0.21 | 14 |
M | 0.43 | 0.35 | 0.11 | 0.406 | 0.1675 | 0.081 | 0.135 | 10 |
M | 0.49 | 0.38 | 0.135 | 0.5415 | 0.2175 | 0.095 | 0.19 | 11 |
F | 0.535 | 0.405 | 0.145 | 0.6845 | 0.2725 | 0.171 | 0.205 | 10 |
F | 0.47 | 0.355 | 0.1 | 0.4755 | 0.1675 | 0.0805 | 0.185 | 10 |
M | 0.5 | 0.4 | 0.13 | 0.6645 | 0.258 | 0.133 | 0.24 | 12 |
I | 0.355 | 0.28 | 0.085 | 0.2905 | 0.095 | 0.0395 | 0.115 | 7 |
F | 0.44 | 0.34 | 0.1 | 0.451 | 0.188 | 0.087 | 0.13 | 10 |
M | 0.365 | 0.295 | 0.08 | 0.2555 | 0.097 | 0.043 | 0.1 | 7 |
M | 0.45 | 0.32 | 0.1 | 0.381 | 0.1705 | 0.075 | 0.115 | 9 |
M | 0.355 | 0.28 | 0.095 | 0.2455 | 0.0955 | 0.062 | 0.075 | 11 |
I | 0.38 | 0.275 | 0.1 | 0.2255 | 0.08 | 0.049 | 0.085 | 10 |
F | 0.565 | 0.44 | 0.155 | 0.9395 | 0.4275 | 0.214 | 0.27 | 12 |
F | 0.55 | 0.415 | 0.135 | 0.7635 | 0.318 | 0.21 | 0.2 | 9 |
F | 0.615 | 0.48 | 0.165 | 1.1615 | 0.513 | 0.301 | 0.305 | 10 |
F | 0.56 | 0.44 | 0.14 | 0.9285 | 0.3825 | 0.188 | 0.3 | 11 |
F | 0.58 | 0.45 | 0.185 | 0.9955 | 0.3945 | 0.272 | 0.285 | 11 |
M | 0.59 | 0.445 | 0.14 | 0.931 | 0.356 | 0.234 | 0.28 | 12 |
M | 0.605 | 0.475 | 0.18 | 0.9365 | 0.394 | 0.219 | 0.295 | 15 |
M | 0.575 | 0.425 | 0.14 | 0.8635 | 0.393 | 0.227 | 0.2 | 11 |
M | 0.58 | 0.47 | 0.165 | 0.9975 | 0.3935 | 0.242 | 0.33 | 10 |
F | 0.68 | 0.56 | 0.165 | 1.639 | 0.6055 | 0.2805 | 0.46 | 15 |
M | 0.665 | 0.525 | 0.165 | 1.338 | 0.5515 | 0.3575 | 0.35 | 18 |
F | 0.68 | 0.55 | 0.175 | 1.798 | 0.815 | 0.3925 | 0.455 | 19 |
F | 0.705 | 0.55 | 0.2 | 1.7095 | 0.633 | 0.4115 | 0.49 | 13 |
M | 0.465 | 0.355 | 0.105 | 0.4795 | 0.227 | 0.124 | 0.125 | 8 |
F | 0.54 | 0.475 | 0.155 | 1.217 | 0.5305 | 0.3075 | 0.34 | 16 |
F | 0.45 | 0.355 | 0.105 | 0.5225 | 0.237 | 0.1165 | 0.145 | 8 |
F | 0.575 | 0.445 | 0.135 | 0.883 | 0.381 | 0.2035 | 0.26 | 11 |
M | 0.355 | 0.29 | 0.09 | 0.3275 | 0.134 | 0.086 | 0.09 | 9 |
F | 0.45 | 0.335 | 0.105 | 0.425 | 0.1865 | 0.091 | 0.115 | 9 |
F | 0.55 | 0.425 | 0.135 | 0.8515 | 0.362 | 0.196 | 0.27 | 14 |
I | 0.24 | 0.175 | 0.045 | 0.07 | 0.0315 | 0.0235 | 0.02 | 5 |
I | 0.205 | 0.15 | 0.055 | 0.042 | 0.0255 | 0.015 | 0.012 | 5 |
I | 0.21 | 0.15 | 0.05 | 0.042 | 0.0175 | 0.0125 | 0.015 | 4 |
I | 0.39 | 0.295 | 0.095 | 0.203 | 0.0875 | 0.045 | 0.075 | 7 |
M | 0.47 | 0.37 | 0.12 | 0.5795 | 0.293 | 0.227 | 0.14 | 9 |
F | 0.46 | 0.375 | 0.12 | 0.4605 | 0.1775 | 0.11 | 0.15 | 7 |
I | 0.325 | 0.245 | 0.07 | 0.161 | 0.0755 | 0.0255 | 0.045 | 6 |
F | 0.525 | 0.425 | 0.16 | 0.8355 | 0.3545 | 0.2135 | 0.245 | 9 |
I | 0.52 | 0.41 | 0.12 | 0.595 | 0.2385 | 0.111 | 0.19 | 8 |
M | 0.4 | 0.32 | 0.095 | 0.303 | 0.1335 | 0.06 | 0.1 | 7 |
M | 0.485 | 0.36 | 0.13 | 0.5415 | 0.2595 | 0.096 | 0.16 | 10 |
F | 0.47 | 0.36 | 0.12 | 0.4775 | 0.2105 | 0.1055 | 0.15 | 10 |
M | 0.405 | 0.31 | 0.1 | 0.385 | 0.173 | 0.0915 | 0.11 | 7 |
F | 0.5 | 0.4 | 0.14 | 0.6615 | 0.2565 | 0.1755 | 0.22 | 8 |
M | 0.445 | 0.35 | 0.12 | 0.4425 | 0.192 | 0.0955 | 0.135 | 8 |
M | 0.47 | 0.385 | 0.135 | 0.5895 | 0.2765 | 0.12 | 0.17 | 8 |
I | 0.245 | 0.19 | 0.06 | 0.086 | 0.042 | 0.014 | 0.025 | 4 |
F | 0.505 | 0.4 | 0.125 | 0.583 | 0.246 | 0.13 | 0.175 | 7 |
M | 0.45 | 0.345 | 0.105 | 0.4115 | 0.18 | 0.1125 | 0.135 | 7 |
M | 0.505 | 0.405 | 0.11 | 0.625 | 0.305 | 0.16 | 0.175 | 9 |
F | 0.53 | 0.41 | 0.13 | 0.6965 | 0.302 | 0.1935 | 0.2 | 10 |
M | 0.425 | 0.325 | 0.095 | 0.3785 | 0.1705 | 0.08 | 0.1 | 7 |
M | 0.52 | 0.4 | 0.12 | 0.58 | 0.234 | 0.1315 | 0.185 | 8 |
M | 0.475 | 0.355 | 0.12 | 0.48 | 0.234 | 0.1015 | 0.135 | 8 |
F | 0.565 | 0.44 | 0.16 | 0.915 | 0.354 | 0.1935 | 0.32 | 12 |
F | 0.595 | 0.495 | 0.185 | 1.285 | 0.416 | 0.224 | 0.485 | 13 |
F | 0.475 | 0.39 | 0.12 | 0.5305 | 0.2135 | 0.1155 | 0.17 | 10 |
I | 0.31 | 0.235 | 0.07 | 0.151 | 0.063 | 0.0405 | 0.045 | 6 |
M | 0.555 | 0.425 | 0.13 | 0.7665 | 0.264 | 0.168 | 0.275 | 13 |
F | 0.4 | 0.32 | 0.11 | 0.353 | 0.1405 | 0.0985 | 0.1 | 8 |
F | 0.595 | 0.475 | 0.17 | 1.247 | 0.48 | 0.225 | 0.425 | 20 |
M | 0.57 | 0.48 | 0.175 | 1.185 | 0.474 | 0.261 | 0.38 | 11 |
F | 0.605 | 0.45 | 0.195 | 1.098 | 0.481 | 0.2895 | 0.315 | 13 |
F | 0.6 | 0.475 | 0.15 | 1.0075 | 0.4425 | 0.221 | 0.28 | 15 |
M | 0.595 | 0.475 | 0.14 | 0.944 | 0.3625 | 0.189 | 0.315 | 9 |
F | 0.6 | 0.47 | 0.15 | 0.922 | 0.363 | 0.194 | 0.305 | 10 |
F | 0.555 | 0.425 | 0.14 | 0.788 | 0.282 | 0.1595 | 0.285 | 11 |
F | 0.615 | 0.475 | 0.17 | 1.1025 | 0.4695 | 0.2355 | 0.345 | 14 |
F | 0.575 | 0.445 | 0.14 | 0.941 | 0.3845 | 0.252 | 0.285 | 9 |
M | 0.62 | 0.51 | 0.175 | 1.615 | 0.5105 | 0.192 | 0.675 | 12 |
F | 0.52 | 0.425 | 0.165 | 0.9885 | 0.396 | 0.225 | 0.32 | 16 |
M | 0.595 | 0.475 | 0.16 | 1.3175 | 0.408 | 0.234 | 0.58 | 21 |
M | 0.58 | 0.45 | 0.14 | 1.013 | 0.38 | 0.216 | 0.36 | 14 |
F | 0.57 | 0.465 | 0.18 | 1.295 | 0.339 | 0.2225 | 0.44 | 12 |
M | 0.625 | 0.465 | 0.14 | 1.195 | 0.4825 | 0.205 | 0.4 | 13 |
M | 0.56 | 0.44 | 0.16 | 0.8645 | 0.3305 | 0.2075 | 0.26 | 10 |
F | 0.46 | 0.355 | 0.13 | 0.517 | 0.2205 | 0.114 | 0.165 | 9 |
F | 0.575 | 0.45 | 0.16 | 0.9775 | 0.3135 | 0.231 | 0.33 | 12 |
M | 0.565 | 0.425 | 0.135 | 0.8115 | 0.341 | 0.1675 | 0.255 | 15 |
M | 0.555 | 0.44 | 0.15 | 0.755 | 0.307 | 0.1525 | 0.26 | 12 |
M | 0.595 | 0.465 | 0.175 | 1.115 | 0.4015 | 0.254 | 0.39 | 13 |
F | 0.625 | 0.495 | 0.165 | 1.262 | 0.507 | 0.318 | 0.39 | 10 |
M | 0.695 | 0.56 | 0.19 | 1.494 | 0.588 | 0.3425 | 0.485 | 15 |
M | 0.665 | 0.535 | 0.195 | 1.606 | 0.5755 | 0.388 | 0.48 | 14 |
M | 0.535 | 0.435 | 0.15 | 0.725 | 0.269 | 0.1385 | 0.25 | 9 |
M | 0.47 | 0.375 | 0.13 | 0.523 | 0.214 | 0.132 | 0.145 | 8 |
M | 0.47 | 0.37 | 0.13 | 0.5225 | 0.201 | 0.133 | 0.165 | 7 |
F | 0.475 | 0.375 | 0.125 | 0.5785 | 0.2775 | 0.085 | 0.155 | 10 |
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YAML Metadata
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"configs[0]" must be of type object
YAML Metadata
Error:
"configs[1]" must be of type object
Abalone
The Abalone dataset from the UCI ML repository. Predict the age of the given abalone.
Configurations and tasks
Configuration | Task | Description |
---|---|---|
abalone | Regression | Predict the age of the abalone. |
binary | Binary classification | Does the abalone have more than 9 rings? |
Usage
from datasets import load_dataset
dataset = load_dataset("mstz/abalone")["train"]
Features
Target feature in bold.
Feature | Type |
---|---|
sex | [string] |
length | [float64] |
diameter | [float64] |
height | [float64] |
whole_weight | [float64] |
shucked_weight | [float64] |
viscera_weight | [float64] |
shell_weight | [float64] |
number_of_rings | [int8] |
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