The phrase "applied on dataset" is correct and usable in written English.
You might use it in a sentence like, "We successfully applied our new algorithm on dataset A."
In this part, different feature selection techniques were applied on datasets to see their probable effects on the results and evaluation metrics.
For the fuzzy logic, especially type 2 fuzzy logic system, reports have shown that it easily becomes computationally intensive (Abe 2004), hence requiring more time for execution when applied on high-dimensional data (Mendel 2003), and performs poorly when applied on datasets of small size (Mendel 2003; Pratama et al. 2012).
The proposed method was applied on a dataset including 40 retina images from DRIVE dataset (565 × 584 pixels), 81 retinal images from STARE dataset (605 × 700 pixels) [29], and 273 retinal images from a local dataset (720 × 576 pixels).
Despite the value of performing data normalization on datasets affected by within-plate effects, normalization methods often introduce bias when applied on any dataset (Dragiev et al., 2011).
Proposed methodology is applied on two datasets: one belongs to carbonate reservoir of Mishrif, the other belongs to sandy Burgan reservoir.
The Batchelor Wilkins algorithm is applied on the dataset in order to determine the K value (Number of clusters) automatically.
The authors developed a predictive model based on 475 drugs and applied on external dataset of 198 drugs achieving AUC of 0.955 and exceeding the performance of previously reported drug-induced liver injury models.
DBSCAN clustering algorithm is applied on the dataset to cluster the different districts of Karnataka which are having similar rain fall, temperature and soil type using optimal Eps value.
First, the quantile normalization algorithm was applied on the dataset to correct systematic errors.
Probe smoothing was separately applied on each dataset.
