The phrase "a balanced data" is not correct in standard written English.
The correct form would be "balanced data" without the article "a," as "data" is typically treated as a plural noun in formal contexts.
Example: "The research team analyzed the balanced data to ensure accurate results."
Alternatives: "equitable data" or "even data."
Overall, we have a balanced data panel containing 88 companies with a total of 616 observations.
Lastly, it is also important to note that when the (frac{P}{N}) ratio equals to 1 (i.e., in a balanced data set), PM and Pre become equivalent.
The paper shows performance improvements for placing data across multiple nodes so that each node has a balanced data processing performance.
It is quite a balanced data set: of the 6471 entries surviving curation, 2983 (46%) were categorized as "positives" based on their having been classified as "active" in the original publication.
However, the overall presentation of the above tables ensures that the disaggregated SAM is not only a balanced data set, but it represents the current macroeconomic situation of the economy for the year of estimation.
Concentration was given to achieve a balanced data collection from best practices and green certified non-residential projects located in different climate conditions in the U.S. Data mining techniques, such as classification tree and statistical tools that included Analysis of Variance (ANOVA), a 2-sample t-test, and regression, were adopted for analysis of this group of buildings.
Categorizing compounds having log P ≥ 2.0 as "positive" and those having log P < 2.0 as "negative" yielded a relatively balanced data set (logP2) comprised of 5946 positives and 6634 negatives.
In the case of balanced data balanced accuracy is the same as classification accuracy.
In order to construct a balanced training data set, input data for all 9-mer fragment binders and an equal number of randomly selected non-binders were included.
As these events are rarely observed in daily life, the prediction task suffers from a lack of balanced data.
Data were collected on a balanced panel data from 36 sheep dairy processors in Sardinia.
