Classification Model Screener: What It Does, How to Use It | Stock Screener India
3-class classification model predicting STRONG BUY / HOLD / SELL with confidence probabilities. Shows prob_strong_buy, momentum across 1W / 1M / 3M / 6M, enriched with sector and market cap. Updated daily. This guide explains what the screener does, how to use it, and what results to expect when screening Indian stocks.
What This Screener Does
3-class classification model predicting STRONG BUY / HOLD / SELL with confidence probabilities. Shows prob_strong_buy, momentum across 1W / 1M / 3M / 6M, enriched with sector and market cap. Updated daily. This India stock screener helps you find NSE-listed stocks matching specific criteria. Whether you are looking for screener indian stocks, high volume traded stocks, or momentum picks, our screener in India filters thousands of equities down to actionable candidates.
The screener uses live data refreshed daily, so results reflect the latest market state. Use it as part of your stock screener india workflow to identify potential buys.
How to Use It
Open the screener and review the default filters. You can adjust sliders (e.g. RSI range, ADX minimum, volume ratio) at the top or bottom of the table to refine results. Sort by any column by clicking the header.
The underlying logic: Reads the latest CSV from final_outputs/model_classification/. 3-class output: STRONG BUY (2), HOLD (1), SELL (0). Shows prediction probabilities (prob_strong_buy, prob_hold, prob_sell) plus momentum (1W/1M/3M/6M % change). Enriched with sector, industry, market_cap from Supabase. Apply these filters consistently when using this screener in India for best results.
What Results to Expect
Typical result counts vary by market conditions. In bullish markets you may see 40–100+ stocks; in consolidation, 10–30. Prioritize high volume traded stocks for confirmation—volume validates price moves. The screener stock india results update daily.
Combine this screener with others in the same category—for example, run multiple momentum or reversal screeners—to cross-validate. The india stock screener works best when used as part of a broader research process for screener indian stocks.