Implementation of ensemble machine learning algorithms on exome datasets for predicting early diagnosis of cancers

Table 4 Results based on precision for the proposed classifiers under study

Cancer classes	Classification algorithms (precision)
Cancer classes	KNN	SVM	Neural network	Ensemble
High-grade serous ovarian cancer	0.56	0.66	0.75	0.76
Human diffuse type gastric cancer	0.88	0.83	0.83	0.82
Intrahepatic cholangiocarcinoma	0.79	0.85	0.85	0.84
Non BRCA1/BRCA2 familial breast cancer	0.82	0.84	0.89	0.89
Pancreatic adenocarcinoma	0.60	0.62	0.78	0.83

ISSN: 1471-2105