EN · C2 · verbbenchmark the interpretability method
Explore the meaning in context and practise the word or sentence.
No voice for this language is installed. Speech practice is still available.benchmarkować metodę interpretowalności
No voice for this language is installed. Speech practice is still available.
benchmarkować metodę interpretowalnościVoice analyzer
Listen, repeat and see which words were recognized as expected.
benchmark the interpretability method
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This preview may change. The score appears after the attempt ends.Checking recognition support…
Scores are saved only on this device. Audio is not stored.
Recognition may use the browser provider's servers and require internet. We use the default microphone.
This is agreement with recognized text. Missing words can be recognition errors; the score does not assess individual speech sounds.
How is the score calculated?
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 benchmark the interpretability method here?
Jak możemy tu benchmarkować metodę interpretowalności?
- A
Let’s use a shared set of cases and identical comparison conditions.
Użyjmy wspólnego zestawu przypadków i jednakowych warunków porównania.
- 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
Aby ustalić wiarygodny punkt odniesienia, zespół musiał benchmarkować metodę interpretowalności, ponieważ dwie metody wyjaśniania dawały sprzeczne wyniki.
No voice for this language is installed. Speech practice is still available.To establish a defensible baseline, the team had to benchmark the interpretability method because two explanation methods yielded contradictory results.
No voice for this language is installed. Speech practice is still available.Um eine belastbare Vergleichsgrundlage zu schaffen, musste das Team die Interpretierbarkeitsmethode benchmarken, weil zwei Erklärungsmethoden zu widersprüchlichen Ergebnissen führten.
No voice for this language is installed. Speech practice is still available.Para establecer una referencia fiable, el equipo tuvo que comparar el método de interpretabilidad con referencias porque dos métodos de explicación produjeron resultados contradictorios.
No voice for this language is installed. Speech practice is still available.Чтобы установить надёжный ориентир, группе пришлось сопоставлять метод интерпретируемости с эталоном, поскольку два метода объяснения дали противоречивые результаты.
No voice for this language is installed. Speech practice is still available.Grammar
verb
- Dictionary form
- benchmark the interpretability method
Present
| I | benchmark the interpretability method |
|---|---|
| you | benchmark the interpretability method |
| he / she / it | benchmarks the interpretability method |
| we | benchmark the interpretability method |
| you (plural) | benchmark the interpretability method |
| they | benchmark the interpretability method |
Past
| I | benchmarked the interpretability method |
|---|---|
| you | benchmarked the interpretability method |
| he / she / it | benchmarked the interpretability method |
| we | benchmarked the interpretability method |
| you (plural) | benchmarked the interpretability method |
| they | benchmarked the interpretability method |
Future
| I | will benchmark the interpretability method |
|---|---|
| you | will benchmark the interpretability method |
| he / she / it | will benchmark the interpretability method |
| we | will benchmark the interpretability method |
| you (plural) | will benchmark the interpretability method |
| they | will benchmark 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
To establish a defensible baseline, the team had to benchmark 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.