Sunday, July 11, 2021

Preparing Own Collected Dataset as Benchmark Dataset for Research

1. Must be publicly available (upload on online portal and without any permission / OPEN ACCESS)

2. The dataset must address a specific problem / instance (CLASSIFICATION / REGRESSION / CLUSTERING / ENSEMBLED / DECISION TREE)

3. The dataset should not be generic for all algorithms..... dataset should not be like an all-rounder

4. Preferably Standardized (standard deviation based, consistent variance : statistical formulations should be used)

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