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76 CHAPTER 4 TRANSFER LEARNING AND SUPERVISED CLASSIFIER
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Logistic regression Support vector K-NN
Accuracy Precision Recall F1score
FIG. 4.18
Performance of Inception ResNet V2 with three different classifiers for 100 .
Table 4.14 Result of Xception with LR, SVM, and K-NN on100×
Feature Extractor Classifier Accuracy (%) Precision (%) Recall (%) F1-Score (%)
Xception LR 91.85 92.78 95.41 94.08
SVM 91.37 90.23 97.88 93.90
K-NN 89.21 89.80 95.12 92.39
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Logistic regression Support vector K-NN
Accuracy Precision Recall F1score
FIG. 4.19
Performance of Xception with three different classifiers for 100 .
