Mean Absolute Error (MAE)
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-08.)
Mean Absolute Error (MAE) has 8 facts recorded in Dontopedia across 3 references, with 2 live disagreements.
Mostly:rdf:type(2), takes arguments(2), computed as(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (8)
Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.
importsImports(2)
- Sklearn Import
ex:sklearn-import - Sklearn Import
sklearn-import
includesIncludes(2)
- Evaluation Metrics
evaluation-metrics - Evaluation Metrics
ex:evaluation-metrics
assignsAssigns(1)
- Mae Calculation
ex:mae-calculation
computesComputes(1)
- Evaluation Metrics
ex:evaluation-metrics
providesProvides(1)
- Sklearn Metrics Module
sklearn-metrics-module
source-ofSource of(1)
- Sklearn Metrics
ex:sklearn-metrics
Other facts (7)
The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.
| Predicate | Value | Ref |
|---|---|---|
| Rdf:type | Metric | [1] |
| Rdf:type | Evaluation Metric | [3] |
| Takes Arguments | True Labels | [2] |
| Takes Arguments | Predictions | [2] |
| Computed As | Mae | [2] |
| Computes | Absolute Error Metric | [2] |
| Imported From | Sklearn Metrics | [3] |
Timeline
Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.
References (3)
ctx:claims/beam/b80861a1-4d78-42bf-910d-0bb6e355c0ce- full textbeam-chunktext/plain1 KB
doc:beam/b80861a1-4d78-42bf-910d-0bb6e355c0ceShow excerpt
loss = loss_fn(outputs, batch_labels) val_loss += loss.item() val_loss /= len(val_loader) print(f"Epoch [{epoch+1}/{num_epochs}], Val Loss: {val_loss:.4f}") # Early stopping if val_loss < best_v…
ctx:claims/beam/aa30ec0a-322c-4ccb-87f1-9529eeaae311- full textbeam-chunktext/plain1 KB
doc:beam/aa30ec0a-322c-4ccb-87f1-9529eeaae311Show excerpt
# Early stopping if val_loss < best_val_loss: best_val_loss = val_loss counter = 0 else: counter += 1 if counter >= patience: print("Early stopping") break ``` #### 4. Ev…
ctx:claims/beam/f2678e4a-540e-4faf-adb9-08586dd85d9c
See also
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