Hi Animesh Sinha,
At Mapbox, we have been working on validation using OSMCha [1]. I have written down context into a an OSM diary post [2] on OSMCha and exported all reviewed changeset metadata into a CSV that could be of potential use for you as a training dataset. Best, Manohar osm: manoharuss [1] : https://osmcha.mapbox.com [2] : http://www.openstreetmap.org/user/manoharuss/diary/40118
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