Update Weights

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From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)

Update Weights

Rdf:type	Function^[2]
Rdf:type	Weight Update Function^[4]
Purpose	Adjust weights based on performance^[3]
Purpose	weight_adjustment^[1]
Has Parameter	Current Weights^[2]
Has Parameter	Scores1^[2]
Description	update weights based on performance^[2]
Description	update weights based on performance of each engine^[2]
Rdfs:label	update_weights^[4]
Data Flow to	Simulation Loop^[1]
Uses Addition	true^[1]
Uses Division	true^[1]

ex:update_weights

Update Weights has 28 facts recorded in Dontopedia across 4 references, with 4 live disagreements.

28 facts·18 predicates·4 sources·4 in dispute

Mostly:has parameter(5), rdf:type(3), rdfs:label(3)

Rdf:typein dispute`rdf:type`

Function^[2]all time · 0c1b8dfa Ca03 4575 B85f 46f8c09fe7b5
Function^[1]all time · Cd4eee06 62c7 4b95 B0dc 16ff32dffa4e
Weight Update Function^[4]all time · 7c39567a D596 4c72 Aa0d D70287a5c1e4

Purposein dispute`purpose`

Adjust weights based on performance^[3]sourceall time · 589987e0 D7a7 43a1 8209 A674b2085e34
weight_adjustment^[1]all time · Cd4eee06 62c7 4b95 B0dc 16ff32dffa4e

Has Parameterin dispute`hasParameter`

Current Weights^[2]sourceall time · 0c1b8dfa Ca03 4575 B85f 46f8c09fe7b5
Scores1^[2]all time · 0c1b8dfa Ca03 4575 B85f 46f8c09fe7b5
True Labels^[2]sourceall time · 0c1b8dfa Ca03 4575 B85f 46f8c09fe7b5
engine1_accuracy^[1]all time · Cd4eee06 62c7 4b95 B0dc 16ff32dffa4e
engine2_accuracy^[1]all time · Cd4eee06 62c7 4b95 B0dc 16ff32dffa4e

Descriptionin dispute`description`

update weights based on performance^[2]sourceall time · 0c1b8dfa Ca03 4575 B85f 46f8c09fe7b5
update weights based on performance of each engine^[2]sourceall time · 0c1b8dfa Ca03 4575 B85f 46f8c09fe7b5

Rdfs:label`rdfs:label`

update_weights^[4]all time · 7c39567a D596 4c72 Aa0d D70287a5c1e4
update_weights^[2]all time · 0c1b8dfa Ca03 4575 B85f 46f8c09fe7b5
update_weights^[1]all time · Cd4eee06 62c7 4b95 B0dc 16ff32dffa4e

Data Flow to`dataFlowTo`

Simulation Loop^[1]all time · Cd4eee06 62c7 4b95 B0dc 16ff32dffa4e

Uses Addition`usesAddition`

true^[1]all time · Cd4eee06 62c7 4b95 B0dc 16ff32dffa4e

Uses Division`usesDivision`

true^[1]all time · Cd4eee06 62c7 4b95 B0dc 16ff32dffa4e

Parameter Count`parameterCount`

2^[1]all time · Cd4eee06 62c7 4b95 B0dc 16ff32dffa4e

Returns Tuple`returnsTuple`

true^[1]all time · Cd4eee06 62c7 4b95 B0dc 16ff32dffa4e

Part of System`partOfSystem`

Ensemble Learning System^[1]all time · Cd4eee06 62c7 4b95 B0dc 16ff32dffa4e

Definition Order`definitionOrder`

2^[1]all time · Cd4eee06 62c7 4b95 B0dc 16ff32dffa4e

Inbound mentions (15)

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.

`inputTo`Input to(2)

Engine1 Accuracyex:engine1_accuracy
Engine2 Accuracyex:engine2_accuracy

`used-by`Used by(2)

Engine1 Accuracyex:engine1-accuracy
Engine2 Accuracyex:engine2-accuracy

`computedBy`Computed by(1)

New Weightsex:new-weights

`consistsOf`Consists of(1)

Ensemble Learning Systemex:ensemble_learning_system

`contains`Contains(1)

Source Codeex:source_code

`containsFunction`Contains Function(1)

Source Codeex:source_code

`containsFunctionDefinition`Contains Function Definition(1)

Source Codeex:source_code

`demonstrates`Demonstrates(1)

Python Code Blockex:python_code_block

`isComputedBy`Is Computed by(1)

New Weights Updateex:new_weights_update

`results-from`Results From(1)

New Weightsex:new-weights

`updated-by`Updated by(1)

Weightsex:weights

`updatedBy`Updated by(1)

Weightsex:weights

`usedIn`Used in(1)

Pythonex:python

Other facts (6)

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.

6 facts

Predicate	Value	Ref
Has Condition	Total Accuracy Equals Zero	[1]
Has Conditional Return	Default Equal Weights	[1]
Returns	new_weights	[1]
Requires	True Labels	[2]
Updates	Weights	[2]
Uses	True Labels	[2]

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.

28 undated

—

dataFlowTobeam/cd4eee06-62c7-4b95-b0dc-16ff32dffa4e

ex:simulation_loop

—

definitionOrderbeam/cd4eee06-62c7-4b95-b0dc-16ff32dffa4e

—

descriptionbeam/0c1b8dfa-ca03-4575-b85f-46f8c09fe7b5

update weights based on performance

—

descriptionbeam/0c1b8dfa-ca03-4575-b85f-46f8c09fe7b5

update weights based on performance of each engine

—

hasConditionbeam/cd4eee06-62c7-4b95-b0dc-16ff32dffa4e

ex:total_accuracy_equals_zero

—

hasConditionalReturnbeam/cd4eee06-62c7-4b95-b0dc-16ff32dffa4e

ex:default_equal_weights

—

hasParameterbeam/0c1b8dfa-ca03-4575-b85f-46f8c09fe7b5

ex:current_weights

—

hasParameterbeam/0c1b8dfa-ca03-4575-b85f-46f8c09fe7b5

ex:scores1

—

hasParameterbeam/0c1b8dfa-ca03-4575-b85f-46f8c09fe7b5

ex:true_labels

—

hasParameterbeam/cd4eee06-62c7-4b95-b0dc-16ff32dffa4e

engine1_accuracy

—

hasParameterbeam/cd4eee06-62c7-4b95-b0dc-16ff32dffa4e

engine2_accuracy

—

parameterCountbeam/cd4eee06-62c7-4b95-b0dc-16ff32dffa4e

—

partOfSystembeam/cd4eee06-62c7-4b95-b0dc-16ff32dffa4e

ex:ensemble_learning_system

—

purposebeam/589987e0-d7a7-43a1-8209-a674b2085e34

Adjust weights based on performance

—

purposebeam/cd4eee06-62c7-4b95-b0dc-16ff32dffa4e

weight_adjustment

—

labelbeam/7c39567a-d596-4c72-aa0d-d70287a5c1e4

update_weights

—

labelbeam/0c1b8dfa-ca03-4575-b85f-46f8c09fe7b5

update_weights

—

labelbeam/cd4eee06-62c7-4b95-b0dc-16ff32dffa4e

update_weights

—

typebeam/0c1b8dfa-ca03-4575-b85f-46f8c09fe7b5

ex:Function

—

typebeam/cd4eee06-62c7-4b95-b0dc-16ff32dffa4e

ex:Function

—

typebeam/7c39567a-d596-4c72-aa0d-d70287a5c1e4

ex:WeightUpdateFunction

—

requiresbeam/0c1b8dfa-ca03-4575-b85f-46f8c09fe7b5

ex:true_labels

—

returnsbeam/cd4eee06-62c7-4b95-b0dc-16ff32dffa4e

new_weights

—

returnsTuplebeam/cd4eee06-62c7-4b95-b0dc-16ff32dffa4e

true

—

updatesbeam/0c1b8dfa-ca03-4575-b85f-46f8c09fe7b5

ex:weights

—

usesbeam/0c1b8dfa-ca03-4575-b85f-46f8c09fe7b5

ex:true_labels

—

usesAdditionbeam/cd4eee06-62c7-4b95-b0dc-16ff32dffa4e

true

—

usesDivisionbeam/cd4eee06-62c7-4b95-b0dc-16ff32dffa4e

true

References (4)

4 references

[1]Cd4eee06 62c7 4b95 B0dc 16ff32dffa4e15 facts
customctx:claims/beam/cd4eee06-62c7-4b95-b0dc-16ff32dffa4e
[2]beam-chunk10 facts
customctx:claims/beam/0c1b8dfa-ca03-4575-b85f-46f8c09fe7b5
- full textbeam-chunk
  text/plain1 KBdoc:beam/0c1b8dfa-ca03-4575-b85f-46f8c09fe7b5
  Show excerpt
  - `apply_threshold`: Filters out scores below a certain threshold. - `threshold=0.5`: Only keeps scores above 0.5. 3. **Post-processing**: - `post_process_results`: Selects the top `n` indices based on the filtered scores. - `…
[3]beam-chunk1 fact
customctx:claims/beam/589987e0-d7a7-43a1-8209-a674b2085e34
- full textbeam-chunk
  text/plain1 KBdoc:beam/589987e0-d7a7-43a1-8209-a674b2085e34
  Show excerpt
  # Compute ensemble scores ensemble_scores = compute_weighted_ensemble_scores(scores1, scores2, weights=weights) print("Current Ensemble Scores:", ensemble_scores) # Calculate predictions predictions1 = np.argmax(scores1…
[4]beam-chunk2 facts
customctx:claims/beam/7c39567a-d596-4c72-aa0d-d70287a5c1e4
- full textbeam-chunk
  text/plain1 KBdoc:beam/7c39567a-d596-4c72-aa0d-d70287a5c1e4
  Show excerpt
  # Calculate accuracy for each engine accuracy1 = np.mean(np.argmax(scores1, axis=1) == true_labels) accuracy2 = np.mean(np.argmax(scores2, axis=1) == true_labels) # Update weights based on accuracy new_weights = (ac…

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Update Weights

Rdf:typein disputerdf:type

Purposein disputepurpose

Has Parameterin disputehasParameter

Descriptionin disputedescription

Rdfs:labelrdfs:label

Data Flow todataFlowTo

Uses AdditionusesAddition

Uses DivisionusesDivision

Parameter CountparameterCount

Returns TuplereturnsTuple

Part of SystempartOfSystem

Definition OrderdefinitionOrder

Inbound mentions (15)

inputToInput to(2)

used-byUsed by(2)

computedByComputed by(1)

consistsOfConsists of(1)

containsContains(1)

containsFunctionContains Function(1)

containsFunctionDefinitionContains Function Definition(1)

demonstratesDemonstrates(1)

isComputedByIs Computed by(1)

results-fromResults From(1)

updated-byUpdated by(1)

updatedByUpdated by(1)

usedInUsed in(1)

Other facts (6)

Timeline

References (4)

See also

Keep researching

Rdf:typein dispute`rdf:type`

Purposein dispute`purpose`

Has Parameterin dispute`hasParameter`

Descriptionin dispute`description`

Rdfs:label`rdfs:label`

Data Flow to`dataFlowTo`

Uses Addition`usesAddition`

Uses Division`usesDivision`

Parameter Count`parameterCount`

Returns Tuple`returnsTuple`

Part of System`partOfSystem`

Definition Order`definitionOrder`

`inputTo`Input to(2)

`used-by`Used by(2)

`computedBy`Computed by(1)

`consistsOf`Consists of(1)

`contains`Contains(1)

`containsFunction`Contains Function(1)

`containsFunctionDefinition`Contains Function Definition(1)

`demonstrates`Demonstrates(1)

`isComputedBy`Is Computed by(1)

`results-from`Results From(1)

`updated-by`Updated by(1)

`updatedBy`Updated by(1)

`usedIn`Used in(1)