Breast Cancer Identification from Patients’ Tweet Streaming Using Machine Learning Solution on Spark

Table 5

Cross-validation result of ML models that are applied to features selected by univariate.

Models	Accuracy of cross-validation (%)	Accuracy of unseen data (%)	Best value of parameters
LR	98.6	98.4	regPram: 0.1; maxIter: 30
DT	97.80	90.35	impuity: gini; maxDepth: 5; maxBins: 32
SVM	98.2	98.07	regParam: 0.02; maxIter: 50; Kernal type: Liner
RF	99.1	93.85	maxDepth: 6; maxBins: 32; numTrees: 20