Novel Stacking Classification and Prediction Algorithm Based Ambient Assisted Living for Elderly

Algorithm 1

Multi-strategy Combination based Feature Selection (MCFS)

Step 1 :HD Load High Dimensional dataset D

Step 2 :IGFS Information Gain based Feature Selection from HD // Strategy 1

Step 3 :FSFS Fisher Score based Feature Selection from HD // Strategy 2

Step 4 :MMFS Min-Max Normalization based Feature Selection from HD // Strategy 3

Step 5 :CCFS Correlation Coefficient based Feature Selection from HD // Strategy 4

Step 6 :MADFS Mean Absolute Deviation based Feature Selection from HD // Strategy 5

Step 7 :OF Extract optimal features from IGFS, FSFS, MMFS, CCFS and MADFS as Optimal Features