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[de] cs-229-machine-learning-tips-and-tricks #135
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Thank you for asking for a review.
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**2. Classification metrics** | ||
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⟶ Definition Klassifikator |
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How about "Klassifikationsmaßzahlen"?
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**3. In a context of a binary classification, here are the main metrics that are important to track in order to assess the performance of the model.** | ||
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⟶ Zur Beurteilung und Evaluierung der Leistung eines binären Klassifikators werden folgende Maßzahlen herangezogen: |
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Zur Beurteilung
und Evaluierungder Leistung eines binären Klassifikators werden folgende Maßzahlen herangezogen:
Also, how about "einer binären Klassifikation" instead? The student might wonder what a "Klassifikator" is, or if the "Klassifikator" is anything specific.
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**5. [Predicted class, Actual class]** | ||
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⟶ [Ermittelte Klasse, Tatsächliche Klasse] |
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Perhaps "Vorhergesagte Klasse" to emphasise the speculative nature of the classification.
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**7. [Metric, Formula, Interpretation]** | ||
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⟶ [Kennzahl, Formel, Interpretation] |
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"Maßzahl", not "Kennzahl", as used in translations above?
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**10. Coverage of actual positive sample** | ||
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⟶ Umfang der tatsächlichen positiven Proben |
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Or "Abdeckung" for "coverage" to reflect a ratio, not a quantity as "Umfang" seems to?
Also, "Stichproben" for "sample" as in German mathematical literature?
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**43. Ablative analysis ― Ablative analysis is analyzing the root cause of the difference in performance between the current and the baseline models.** | ||
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⟶ Ablative Analyse - Bei der ablativen Analyse wird die Ursache der Differenz zwischen der Leistung der Baseline und des derzeitigen Modelles analysiert. |
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"Ablative Analyse - Bei der ablativen Analyse wird die Ursache der Differenz zwischen der Leistung des Basismodells und des derzeitigen Modelles analysiert."?
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**44. Regression metrics** | ||
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⟶ Regressions Metriken |
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"Regressionsmetriken", "Regressions-Metriken", "Regressionsmaßzahlen", or "Regressions-Maßzahlen".
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**45. [Classification metrics, confusion matrix, accuracy, precision, recall, F1 score, ROC]** | ||
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⟶ [Klassifikationsbewertung, Konfusionsmatrix, Treffergenauigkeit, Genauigkeit, Trefferquote, F-Maß, ROC] |
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"[Klassifikationsmaßzahlen, Konfusionsmatrix, Treffergenauigkeit, Genauigkeit, Trefferquote, F-Maß, ROC]"?
Are "Treffergenauigkeit", "Genauigkeit", "Trefferqutote" used in German scientific, machine learning literature? I do not have any handy. But I remember "accuracy" and "precision" each having rather specific meaning in measuring and statistics in general.
There is some infomation on https://de.wikipedia.org/wiki/Genauigkeit and https://en.wikipedia.org/wiki/Accuracy_and_precision, but I am not quite sure how to coorectly apply it on the translation at hand.
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**46. [Regression metrics, R squared, Mallow's CP, AIC, BIC]** | ||
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⟶ [Regressionsbewertung, R Quadrat, Mallow's CP Statistik, AIC, BIC (SBC)] |
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"[Regressionsmaßzahlen, Bestimmtheitsmaß, Mallows' Cp-Statistik, AIC, BIC (SBC)]"?
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**48. [Diagnostics, Bias/variance tradeoff, error/ablative analysis]** | ||
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⟶ [Diagnose, Verzerrung-Varianz-Dilemma, Fehler/Ablativ Analyse] |
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"[Modellevaluierung, Verzerrung-Varianz-Dilemma, Fehler/Ablativ-Analyse]"
"Modellevaluierung" as in 35.?
Please also note hyphen between "Fehler/Ablativ" and "Analyse". Could not make it bold.
Thank you @bb08 for all the translation work and thank you @nanophilip for your thorough review. @bb08 : whenever you get the time, please feel free to take a look at the suggestions and modify the translation if applicable. |
Hey @shervinea, unfortunately I missed your comment and pushed the changes together again. |
Hello! I tried to stick with german literature from universities or german books.
Suggestions and corrections are welcome