C1 Expression Très formel 2 min de lecture

Eine signifikante Verbesserung der Modellgüte trat

A significant improvement in model fit occurred

Littéralement: A significant improvement of the model-goodness occurred

En 15 secondes

  • Used in statistics to show a model is more accurate.
  • Very formal and academic, perfect for research papers.
  • Combines 'significant improvement' with 'goodness of fit'.

Signification

This phrase is used in statistics and data science to say that a mathematical model became much more accurate. It is a fancy way to say the data finally makes sense.

Exemples clés

3 sur 6
1

Presenting research results

Eine signifikante Verbesserung der Modellgüte trat nach der Datenbereinigung ein.

A significant improvement in model fit occurred after data cleaning.

<svg class="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24" aria-hidden="true"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M21 13.255A23.931 23.931 0 0112 15c-3.183 0-6.22-.62-9-1.745M16 6V4a2 2 0 00-2-2h-4a2 2 0 00-2 2v2m4 6h.01M5 20h14a2 2 0 002-2V8a2 2 0 00-2-2H5a2 2 0 00-2 2v10a2 2 0 002 2z"/></svg>
2

Texting a fellow PhD student

Endlich! Eine signifikante Verbesserung der Modellgüte trat heute auf.

Finally! A significant improvement in model fit occurred today.

<svg class="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24" aria-hidden="true"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M14.828 14.828a4 4 0 01-5.656 0M9 10h.01M15 10h.01M21 12a9 9 0 11-18 0 9 9 0 0118 0z"/></svg>
3

Formal business report

Durch die neuen Parameter trat eine signifikante Verbesserung der Modellgüte ein.

A significant improvement in model fit occurred due to the new parameters.

<svg class="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24" aria-hidden="true"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M21 13.255A23.931 23.931 0 0112 15c-3.183 0-6.22-.62-9-1.745M16 6V4a2 2 0 00-2-2h-4a2 2 0 00-2 2v2m4 6h.01M5 20h14a2 2 0 002-2V8a2 2 0 00-2-2H5a2 2 0 00-2 2v10a2 2 0 002 2z"/></svg>
🌍

Contexte culturel

This phrase stems from the rigorous German academic tradition where precision is paramount. It became highly popular with the rise of AI and machine learning in German tech hubs like Berlin and Munich. It signals that the speaker is part of the 'Fachwelt' (expert world).

💡

The Genitive Secret

Always use `der` before `Modellgüte` in this phrase. It marks you as a high-level C1 speaker instantly.

⚠️

Don't be too casual

Using this while buying groceries will get you very strange looks. Keep it for the lab!

En 15 secondes

  • Used in statistics to show a model is more accurate.
  • Very formal and academic, perfect for research papers.
  • Combines 'significant improvement' with 'goodness of fit'.

What It Means

This phrase is pure science. It describes when a model fits the data much better. It is like finding the right glasses for your data. You are announcing that your calculations are now much more reliable.

How To Use It

Start your sentence with this to announce a breakthrough. It uses the genitive case der Modellgüte. This sounds very professional and smart. It usually requires the verb eintreten (to occur) at the end. You are speaking the language of experts here.

When To Use It

Use it in your Master’s thesis. Use it during a high-stakes business presentation. It is perfect for data scientists and engineers. Use it when the numbers finally prove your theory is correct.

When NOT To Use It

Avoid this at a first date. Don't use it to describe your new haircut. It will make you sound like a calculator. Do not use it for simple daily improvements like a clean room.

Cultural Background

German culture values Wissenschaft (science) and Präzision (precision). This phrase is a badge of academic honor. It shows you know your statistics. Germans love a well-structured, data-driven argument. It reflects the nation's engineering heritage.

Common Variations

You might hear Die Modellgüte stieg signifikant an. Or you could use Eine deutliche Steigerung der Modellgüte. Both mean roughly the same thing. However, signifikante Verbesserung is the gold standard in reports.

Notes d'usage

This is a highly specialized academic phrase. It requires the genitive case and is almost exclusively found in written reports or formal technical presentations.

💡

The Genitive Secret

Always use `der` before `Modellgüte` in this phrase. It marks you as a high-level C1 speaker instantly.

⚠️

Don't be too casual

Using this while buying groceries will get you very strange looks. Keep it for the lab!

💬

Precision is Key

In Germany, `signifikant` specifically implies statistical significance. Don't use it if you just mean 'a lot'.

Exemples

6
#1 Presenting research results
<svg class="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24" aria-hidden="true"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M21 13.255A23.931 23.931 0 0112 15c-3.183 0-6.22-.62-9-1.745M16 6V4a2 2 0 00-2-2h-4a2 2 0 00-2 2v2m4 6h.01M5 20h14a2 2 0 002-2V8a2 2 0 00-2-2H5a2 2 0 00-2 2v10a2 2 0 002 2z"/></svg>

Eine signifikante Verbesserung der Modellgüte trat nach der Datenbereinigung ein.

A significant improvement in model fit occurred after data cleaning.

Standard academic usage for a research paper.

#2 Texting a fellow PhD student
<svg class="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24" aria-hidden="true"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M14.828 14.828a4 4 0 01-5.656 0M9 10h.01M15 10h.01M21 12a9 9 0 11-18 0 9 9 0 0118 0z"/></svg>

Endlich! Eine signifikante Verbesserung der Modellgüte trat heute auf.

Finally! A significant improvement in model fit occurred today.

Expressing relief after long hours of coding.

#3 Formal business report
<svg class="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24" aria-hidden="true"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M21 13.255A23.931 23.931 0 0112 15c-3.183 0-6.22-.62-9-1.745M16 6V4a2 2 0 00-2-2h-4a2 2 0 00-2 2v2m4 6h.01M5 20h14a2 2 0 002-2V8a2 2 0 00-2-2H5a2 2 0 00-2 2v10a2 2 0 002 2z"/></svg>

Durch die neuen Parameter trat eine signifikante Verbesserung der Modellgüte ein.

A significant improvement in model fit occurred due to the new parameters.

Explaining why the new strategy works.

#4 Making a nerdy joke at the office
<svg class="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24" aria-hidden="true"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M14.828 14.828a4 4 0 01-5.656 0M9 10h.01M15 10h.01M21 12a9 9 0 11-18 0 9 9 0 0118 0z"/></svg>

Nach dem dritten Espresso trat eine signifikante Verbesserung der Modellgüte meiner Arbeit ein.

After the third espresso, a significant improvement in the model fit of my work occurred.

Treating your own brain like a statistical model.

#5 A moment of scientific breakthrough
<svg class="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24" aria-hidden="true"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4.318 6.318a4.5 4.5 0 000 6.364L12 20.364l7.682-7.682a4.5 4.5 0 00-6.364-6.364L12 7.636l-1.318-1.318a4.5 4.5 0 00-6.364 0z"/></svg>

Trotz aller Zweifel trat eine signifikante Verbesserung der Modellgüte ein.

Despite all doubts, a significant improvement in model fit occurred.

Highlighting a surprising but positive result.

#6 Explaining a fix to a supervisor
<svg class="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24" aria-hidden="true"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M21 13.255A23.931 23.931 0 0112 15c-3.183 0-6.22-.62-9-1.745M16 6V4a2 2 0 00-2-2h-4a2 2 0 00-2 2v2m4 6h.01M5 20h14a2 2 0 002-2V8a2 2 0 00-2-2H5a2 2 0 00-2 2v10a2 2 0 002 2z"/></svg>

Sobald wir den Algorithmus änderten, trat eine signifikante Verbesserung der Modellgüte ein.

As soon as we changed the algorithm, a significant improvement in model fit occurred.

Linking a specific action to a statistical result.

Teste-toi

Complete the sentence with the correct technical term.

Eine ___ Verbesserung der Modellgüte trat nach der Optimierung ein.

✓ Correct ! ✗ Pas tout à fait. Rponse correcte : signifikante

`Signifikant` is the standard term in statistics for a change that is not random.

Choose the correct case for 'Modellgüte'.

Eine signifikante Verbesserung ___ Modellgüte trat ein.

✓ Correct ! ✗ Pas tout à fait. Rponse correcte : der

You need the genitive case `der` to show the improvement belongs to the model quality.

🎉 Score : /2

Aides visuelles

Formality of 'Modellgüte'

Informal

Talking about things getting better with friends.

Es läuft besser.

Neutral

General improvement in a task.

Die Ergebnisse sind besser geworden.

Formal

Professional report or presentation.

Die Qualität hat sich verbessert.

Very Formal

Scientific or statistical context.

Eine signifikante Verbesserung der Modellgüte trat ein.

Where to use this phrase

Modellgüte
🎓

University Thesis

Writing your final results chapter.

💻

Data Science Lab

Discussing neural network accuracy.

📊

Business Analytics

Presenting quarterly forecasts.

📝

Scientific Paper

Publishing in a peer-reviewed journal.

Banque d exercices

2 exercices
Complete the sentence with the correct technical term. Fill Blank

Eine ___ Verbesserung der Modellgüte trat nach der Optimierung ein.

✓ Correct ! ✗ Pas tout à fait. Rponse correcte : signifikante

`Signifikant` is the standard term in statistics for a change that is not random.

Choose the correct case for 'Modellgüte'. Fill Blank

Eine signifikante Verbesserung ___ Modellgüte trat ein.

✓ Correct ! ✗ Pas tout à fait. Rponse correcte : der

You need the genitive case `der` to show the improvement belongs to the model quality.

🎉 Score : /2

Questions fréquentes

10 questions

It refers to 'goodness of fit.' It measures how well a statistical model matches the real-world data.

Not exactly. In this context, it means the result is statistically unlikely to have happened by chance.

Yes, if the job involves data, math, or engineering. It shows you have a high technical vocabulary.

It is part of the verb eintreten. In German, the prefix often moves, but here it is the simple past of eintreten.

Yes, you could say Das Modell wurde viel besser. But that is too simple for C1 level.

Only as a joke. It sounds like you are treating your body like a computer simulation.

You would say Eine Verschlechterung der Modellgüte trat ein if the model got worse.

Only in specialized sections like 'Wissenschaft' (Science) or 'Wirtschaft' (Economy).

Pronounce it as Mo-dell-gü-te. Make sure the 'ü' is sharp and clear.

No, as long as it is a simple main clause, no comma is needed.

Expressions liées

🔗

Statistische Signifikanz

🔗

Anpassungsgüte

🔗

Datenvalidierung

🔗

Ergebnisinterpretation

C'tait utile ?
Pas encore de commentaires. Soyez le premier à partager vos idées !