EN · C2 · verbvalidate the interpretability method
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No voice for this language is installed. Speech practice is still available.walidować metodę interpretowalności
No voice for this language is installed. Speech practice is still available.
walidować metodę interpretowalnościVoice analyzer
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validate the interpretability method
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Exact words get full credit; similar words get partial credit. Missing, replaced and extra words lower the score. Excellent requires all words in the right order. The 60/80% thresholds are experimental.
Dialogues in context
EN · C2Explaining a prediction
- A
The explanation sounds convincing, but we do not know whether it reflects the model’s behavior.
Wyjaśnienie brzmi przekonująco, lecz nie wiemy, czy odpowiada działaniu modelu.
- B
How can we validate the interpretability method here?
Jak możemy tu walidować metodę interpretowalności?
- A
Let’s test it on independent data using criteria specified in advance.
Sprawdźmy to na niezależnych danych, według wcześniej zapisanych kryteriów.
- B
Let’s compare the explanation with a controlled input change.
Porównajmy wyjaśnienie z kontrolowaną zmianą danych.
No voice for this language is installed. Speech practice is still available.
Translations
German
Spanish
RussianExamples of use
Zespół badawczy musiał walidować metodę interpretowalności, ponieważ dwie metody wyjaśniania dawały sprzeczne wyniki.
No voice for this language is installed. Speech practice is still available.The study team had to validate the interpretability method because two explanation methods yielded contradictory results.
No voice for this language is installed. Speech practice is still available.Das Studienteam musste die Interpretierbarkeitsmethode validieren, weil zwei Erklärungsmethoden zu widersprüchlichen Ergebnissen führten.
No voice for this language is installed. Speech practice is still available.El equipo del estudio tuvo que validar el método de interpretabilidad porque dos métodos de explicación produjeron resultados contradictorios.
No voice for this language is installed. Speech practice is still available.Исследовательской группе пришлось проверять метод интерпретируемости, поскольку два метода объяснения дали противоречивые результаты.
No voice for this language is installed. Speech practice is still available.Grammar
verb
- Dictionary form
- validate the interpretability method
Present
| I | validate the interpretability method |
|---|---|
| you | validate the interpretability method |
| he / she / it | validates the interpretability method |
| we | validate the interpretability method |
| you (plural) | validate the interpretability method |
| they | validate the interpretability method |
Past
| I | validated the interpretability method |
|---|---|
| you | validated the interpretability method |
| he / she / it | validated the interpretability method |
| we | validated the interpretability method |
| you (plural) | validated the interpretability method |
| they | validated the interpretability method |
Future
| I | will validate the interpretability method |
|---|---|
| you | will validate the interpretability method |
| he / she / it | will validate the interpretability method |
| we | will validate the interpretability method |
| you (plural) | will validate the interpretability method |
| they | will validate the interpretability method |
- Present Simple, Past Simple and future with will. These tables show statements.
- The table conjugates the main verb in the context of the whole expression. Nouns, adjectives and dependent infinitives inside it are not separate headwords.
Example
The study team had to validate the interpretability method because two explanation methods yielded contradictory results.
Related concepts
analizować algorytmiczną granicę decyzyjną
C2No voice for this language is installed. Speech practice is still available.analizować potok uczenia reprezentacji
C2No voice for this language is installed. Speech practice is still available.analizować cel zgodności modelu z wymaganiami
C2No voice for this language is installed. Speech practice is still available.analizować podatność na ataki adwersarialne
C2No voice for this language is installed. Speech practice is still available.analizować metodę interpretowalności
C2No voice for this language is installed. Speech practice is still available.analizować estymator niepewności
C2No voice for this language is installed. Speech practice is still available.Related phrases
Odpowiedzialności za decyzję nie da się sprowadzić do samej poprawności algorytmu.
C2No voice for this language is installed. Speech practice is still available.Przejrzystość mechanizmu nie jest tożsama ze zrozumiałością jego konsekwencji dla użytkownika.
C2No voice for this language is installed. Speech practice is still available.Delegując ocenę algorytmowi, nie usuwamy wartościowania, lecz przenosimy je na etap projektowania.
C2No voice for this language is installed. Speech practice is still available.Model uczony na dawnych decyzjach może odtwarzać ich uprzedzenia, nawet jeśli nie korzysta wprost z cech chronionych.
C2No voice for this language is installed. Speech practice is still available.Usunięcie imion nie zapewnia anonimowości, jeśli zestaw pozostałych cech nadal pozwala rozpoznać konkretną osobę.
C2No voice for this language is installed. Speech practice is still available.Techniczna możliwość wykonania operacji nie rozstrzyga, czy istnieje uzasadnienie, by ją wykonać w tym kontekście.
C2No voice for this language is installed. Speech practice is still available.