Article

Classification Technique

Results

Accuracy

TT (sec)

prediction

TP

TN

FP

FN

Error rate

Precision

Recall

DR

FAR

5: Intrusion Detection with Three based Data Mining classification techniques by using KDDdataset

Hoeffding Tree

97.05%

.

.

.

.

.

.

2.9499

.

.

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.

J48

98.04%

.

.

.

.

.

.

1.9584

.

.

.

.

Random Forest

98.08%

.

.

.

.

.

.

1.1918

.

.

.

,

Random Tree

98.03%

.

.

.

.

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.

1.9629

.

.

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.

Req Tree

98.02%

.

.

.

.

.

.

1.9738

.

.

.

.