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760. Cost sensitive evaluation
medium
Generalsenior
Function contract
Inputs
- y_pred
- np.ndarray
- y_true
- np.ndarray
- cost_matrix
- np.ndarray
Returns
- value
- float
Examples
Input
{
"y_pred": [
0,
1,
1,
2,
1,
0
],
"y_true": [
0,
0,
1,
1,
1,
2
],
"cost_matrix": [
[
0,
5,
10
],
[
2,
0,
3
],
[
4,
1,
0
]
]
}Output
2Input Signature
| Argument | Type |
|---|---|
| y_pred | np.ndarray |
| y_true | np.ndarray |
| cost_matrix | np.ndarray |
Output Signature
| Return Name | Type |
|---|---|
| value | float |
Constraints
Hint 1
Hint 2
Hint 3
Roles
ML Engineer
AI Engineer
Data Scientist
Research Scientist
Companies
GeneralLevels
senior
entry
Tags
confusion-matrix
cost-sensitive-learning
numpy
multiclass-classification
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