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

Table 3

The accuracy of 10-fold CV and the accuracy of the unseen dataset after correlation.

Model	Accuracy of cross-validation (%)	Accuracy of testing data (%)	Best value of parameters (%)
LR	99.06	98.7	regPram: 0.1; maxIter: 20
DT	98.6	90.3	impuity: gini; maxDepth: 5; maxBins: 32
SVM	99.1	98.4	regParam: 0.02; maxIter: 50; Kernal type: Liner
RF	99.5	96.9	maxDepth: 7; maxBins: 32; numTrees: 20