Hadoop-KNN-Map-Reduce

Map-Reduce paradigm in Apache Hadoop for KNN algorithm based on Kaggle Titanic Dataset

Results :

(Accuracy,Precision,Recall,F1-Score)

k=1 : (0.751,0.643,0.711,0.675)

k=3 : (0.830,0.752,0.796,0.773)

k=5 : (0.876,0.809,0.862,0.834)

k=7 : (0.883,0.824,0.861,0.842)

k=9 : (0.902,0.849,0.888,0.868)

k=15 : (0.907,0.865,0.882,0.873)