Plz analyse the result and provide the answer in statistics term for all the questions.

QUESTION 1

Confusion_Matrix in SVM Classifier scenarios-TFIDF SVM(TN) SVM(TP) SVM(FN) SVM(FP) un-preprocessed 88.42% 6.29% 4.26% 1.03% Preprocessed 88.37% 6.40% 4.15% 1.08% Stemmed 88.56% 7.04% 3.51% 0.89% Segmented 88.31% 7.11% 3.44% 1.14% Preprocessed_no_stopwords 88.43% 6.44% 4.11% 1.02% Stemmed_no_stopwords 88.46% 7.28% 3.27% 0.99% Segmented_no_stopwords 88.33% 7.09% 3.46% 1.13%Confusion Matrix(SVM) 8.00% 6.00% SVM(TP) SVM(FN) SVM (FP) 4.00% 2.00% LI LL 0.00% Preprocessed Segmented Stemmed no stopwords\fConfusion_Matrix(NB) 30.00% 22.50% NB(FP) NB(TP) NB(FN) 15.00% 7.50% 0.00% Preprocessed Segmented Stemmed no_stopwords