various improvements, corrected logic errors
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@@ -6,8 +6,8 @@ import qualified Data.Set as Set
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import qualified Data.Map as Map
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import Data.Map(Map)
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extractRules :: Confidence -> [ItemSet] -> [Rule]
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extractRules threshold patterns = filter (\x -> threshold <= confidence patterns x) rules where
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extractRules :: Confidence -> [ItemSet] -> [ItemSet] -> [Rule]
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extractRules threshold table patterns = filter (\x -> threshold <= confidence table x) rules where
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rules = Map.foldrWithKey (\k v old -> ruleFromSubset v k : old) [] subsets
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subsets = foldr (\x old -> insertMultiple (filteredPowerset x) x old) Map.empty patterns
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filteredPowerset (ItemSet set) = map (ItemSet . Set.fromList) $
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25
phase2.hs
25
phase2.hs
@@ -8,12 +8,21 @@ import Control.Monad(when)
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main :: IO()
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main = do
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args <- getArgs
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when (2 /= length args) (error "Usage: phase2 <file.csv> <threshold>")
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let filename = head args
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when (3 /= length args) (error "Usage: phase2 <table.csv> <frequents.csv> <threshold>")
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let threshold = read $ last args
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file <- readFile filename
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case parseCSV file of
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Left _ -> error "Could not parse out.csv"
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Right val -> do
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let table = map (ItemSet. Set.fromList .map Item) val
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print $ extractRules threshold table
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tableFile <- readFile $ head args
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freqFile <- readFile $ args !! 1
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case parseCSV tableFile of
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Left _ -> error "Could not parse table"
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Right tableFileContent ->
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case parseCSV freqFile of
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Left _ -> error "Could not parse frequent patterns"
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Right freqFileContent -> do
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putStrLn output
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when (length args > 2) $
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writeFile (args !! 2) $ output
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where
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freqPats = map (ItemSet. Set.fromList .map Item) (map tail freqFileContent)
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table = map (ItemSet. Set.fromList .map Item) tableFileContent
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rules = extractRules threshold table freqPats
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output = init $ foldr (\x old -> old++x++"\n") "" $ map show rules
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