Table 4 Accuracy for KNN with k = 5
From: DPASF: a flink library for streaming data preprocessing
k = 5 | ht_sensor | skin_nonskin |
|---|---|---|
Baseline | 0.9999 | 0.9994 |
FCBF | 0.8037 | 0.8684 |
OFS | - | 0.9006 |
InfoGain | 0.9991 | 0.9838 |
IDA | 0.8850 | 0.7092 |
LOFD | 0.9665 | 0.9766 |
PiD | 0.9999 | 0.9994 |