Artificial and Real dataset with different concept drift type and imbalance ratio
<|begin_of_text|><|start_header_id|>system<|end_header_id|> You are a research archivist expert in dataset metadata. Answer the question truthfully.  <|eot_id|><|start_header_id|>user<|end_header_id|> Here is the Description of a dataset. Description:'The zip file contains both real and artificial datasets having different concept drift type and imbalance ratio.The real datasets are usually used as a benchmark for concept drift problems and they are PAKDD, Elec2, and KDD99.The artificial datasets are divided into 3 folders, based on the concept drift type: P(y), P(X|y), P(y|X). Each folder contains 16 datasets, 8 generated through the SINE1 generator and 8 with the SEA generator. If their name starts with sine or sea, means that they contain abrupt concept drift at the 50000˚ instance. Otherwise, if their name starts with sineG or seaG, means that they contain gradual concept drift starting at the 45000˚ instance and ending at the 55000˚ instance. Moreover, the numbers that follow state the imbalance ratio' . Please return only a json list of at most 3 Keywords corresponding to the Description:.<|eot_id|><|start_header_id|>assistant<|end_header_id|> {"Answer" : ["ConceptDrift","ImbalanceRatio"]} <|eot_id|>
 Here is the Description of a dataset. Description:'The zip file contains both real and artificial datasets having different concept drift type and imbalance ratio.The real datasets are usually used as a benchmark for concept drift problems and they are PAKDD, Elec2, and KDD99.The artificial datasets are divided into 3 folders, based on the concept drift type: P(y), P(X|y), P(y|X). Each folder contains 16 datasets, 8 generated through the SINE1 generator and 8 with the SEA generator. If their name starts with sine or sea, means that they contain abrupt concept drift at the 50000˚ instance. Otherwise, if their name starts with sineG or seaG, means that they contain gradual concept drift starting at the 45000˚ instance and ending at the 55000˚ instance. Moreover, the numbers that follow state the imbalance ratio' . Please return only a json list of at most 3 Keywords corresponding to the Description:.
The zip file contains both real and artificial datasets having different concept drift type and imbalance ratio.The real datasets are usually used as a benchmark for concept drift problems and they are PAKDD, Elec2, and KDD99.The artificial datasets are divided into 3 folders, based on the concept drift type: P(y), P(X|y), P(y|X). Each folder contains 16 datasets, 8 generated through the SINE1 generator and 8 with the SEA generator. If their name starts with sine or sea, means that they contain abrupt concept drift at the 50000˚ instance. Otherwise, if their name starts with sineG or seaG, means that they contain gradual concept drift starting at the 45000˚ instance and ending at the 55000˚ instance. Moreover, the numbers that follow state the imbalance ratio
ConceptDrift; ImbalanceRatio