To avoid the multicollinaarity trap use only one indicator for each category
CATEGORY | EXAMPLE INDICATORS |
Momentum | Rate of change, Stochastics |
Trend | Linear regression, MACD |
Sentiment | Survey, Put-Call ratio |
Volume(OPEN) | Intraday Intensity, Accumulation Distribution |
Volume(CLOSE) | Money Flow Index, Volume Weighted MACD |
Overbought/oversold | Commodity Channel Index, RSI |