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csci544-hw1's Introduction

Part I

SPAM development set
class recall precision f1
spam 0.975 0.959 0.967
ham 0.985 0.991 0.988
SENTIMENT development set
class recall precision f1
pos 0.812 0.873 0.842
neg 0.882 0.824 0.852

Part II

SVM

SPAM development set
class recall precision f1
spam 0.868 0.969 0.916
ham 0.990 0.954 0.972
SENTIMENT development set
class recall precision f1
pos 0.882 0.859 0.871
neg 0.855 0.879 0.867

MegaM

SPAM development set
class recall precision f1
spam 0.956 0.883 0.918
ham 0.954 0.984 0.969
SENTIMENT development set
class recall precision f1
pos 0.607 0.680 0.642
neg 0.714 0.645 0.678

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