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salt LogLossHashed with line numbers

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Filip Gralinski 2017-04-01 23:33:28 +02:00 committed by Filip Gralinski
parent 0e9c44a5b5
commit e84a14d069
2 changed files with 23 additions and 14 deletions
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31
src/GEval/Core.hs
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@ -53,9 +53,6 @@ type MetricValue = Double
defaultLogLossHashedSize :: Word32 defaultLogLossHashedSize :: Word32
defaultLogLossHashedSize = 12 defaultLogLossHashedSize = 12
defaultLogLossSeed :: Word32
defaultLogLossSeed = 0
data Metric = RMSE | MSE | BLEU | Accuracy | ClippEU | FMeasure Double | NMI | LogLossHashed Word32 data Metric = RMSE | MSE | BLEU | Accuracy | ClippEU | FMeasure Double | NMI | LogLossHashed Word32
deriving (Eq) deriving (Eq)
@ -248,8 +245,10 @@ gevalCore' ClippEU = gevalCore'' parseClippingSpecs parseClippings matchStep cli
gevalCore' NMI = gevalCore'' id id id (CC.foldl updateConfusionMatrix M.empty) normalizedMutualInformationFromConfusionMatrix gevalCore' NMI = gevalCore'' id id id (CC.foldl updateConfusionMatrix M.empty) normalizedMutualInformationFromConfusionMatrix
gevalCore' (LogLossHashed nbOfBits) = gevalCore' (LogLossHashed nbOfBits) =
gevalCore'' id (parseDistributionWrapper nbOfBits defaultLogLossSeed) (\(t,d) -> calculateLogLoss nbOfBits defaultLogLossSeed t d) averageC negate -- for LogLossHashed we "salt" each hash with the line number
gevalCore''' id id (\(lineNo, (t,d)) -> calculateLogLoss nbOfBits lineNo t (parseDistributionWrapper nbOfBits lineNo d)) averageC negate
parseDistributionWrapper :: Word32 -> Word32 -> Text -> HashedDistribution parseDistributionWrapper :: Word32 -> Word32 -> Text -> HashedDistribution
parseDistributionWrapper nbOfBits seed distroSpec = case parseDistribution nbOfBits seed distroSpec of parseDistributionWrapper nbOfBits seed distroSpec = case parseDistribution nbOfBits seed distroSpec of
@ -258,22 +257,32 @@ parseDistributionWrapper nbOfBits seed distroSpec = case parseDistribution nbOfB
data SourceItem a = Got a | Done data SourceItem a = Got a | Done
skipLineNumber :: ((a, b) -> c) -> ((Word32, (a, b)) -> c)
skipLineNumber fun = fun . snd
gevalCore'' :: (Text -> a) -> (Text -> b) -> ((a, b) -> c) -> (Sink c (ResourceT IO) d) -> (d -> Double) -> String -> String -> IO (MetricValue) gevalCore'' :: (Text -> a) -> (Text -> b) -> ((a, b) -> c) -> (Sink c (ResourceT IO) d) -> (d -> Double) -> String -> String -> IO (MetricValue)
gevalCore'' expParser outParser itemStep aggregator finalStep expectedFilePath outFilePath = do gevalCore'' expParser outParser itemStep aggregator finalStep expectedFilePath outFilePath =
gevalCore''' expParser outParser (skipLineNumber itemStep) aggregator finalStep expectedFilePath outFilePath
gevalCore''' :: (Text -> a) -> (Text -> b) -> ((Word32, (a, b)) -> c) -> (Sink c (ResourceT IO) d) -> (d -> Double) -> String -> String -> IO (MetricValue)
gevalCore''' expParser outParser itemStep aggregator finalStep expectedFilePath outFilePath = do
v <- runResourceT $ v <- runResourceT $
(getZipSource $ (,) (getZipSource $ (,)
<$> ZipSource (CL.sourceList [1..])
<*> (ZipSource $ getZipSource $ (,)
<$> ZipSource (items expectedFilePath expParser) <$> ZipSource (items expectedFilePath expParser)
<*> ZipSource (items outFilePath outParser)) <*> ZipSource (items outFilePath outParser)))
$$ (CL.map (checkStep itemStep) $$ (CL.map (checkStep itemStep)
=$= CL.catMaybes =$= CL.catMaybes
=$ aggregator) =$ aggregator)
return $ finalStep v return $ finalStep v
checkStep :: ((a, b) -> c) -> (SourceItem a, SourceItem b) -> Maybe c checkStep :: ((Word32, (a, b)) -> c) -> (Word32, (SourceItem a, SourceItem b)) -> Maybe c
checkStep step (Got expectedItem, Got outItem) = Just $ step (expectedItem, outItem) checkStep step (lineNo, (Got expectedItem, Got outItem)) = Just $ step (lineNo, (expectedItem, outItem))
checkStep _ (Got _, Done) = throw TooFewLines checkStep _ (_, (Got _, Done)) = throw TooFewLines
checkStep _ (Done, Got _) = throw TooManyLines checkStep _ (_, (Done, Got _)) = throw TooManyLines
checkStep _ (Done, Done) = Nothing checkStep _ (_, (Done, Done)) = Nothing
averageC :: MonadResource m => Sink Double m Double averageC :: MonadResource m => Sink Double m Double

4
test/log-loss-hashed-simple/log-loss-hashed-simple-solution/test-A/out.tsv
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@ -1,3 +1,3 @@
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źdźbło:-0.6931471805599453 foo:-1.6094379124341003 nd:-1.2039728043259361 źdźbło:-0.6931471805599453 foo:-1.6094379124341003 az:-1.2039728043259361
złoty:-0.916290731874155 :-0.5108256237659907 złoty:-0.916290731874155 :-0.5108256237659907

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2 źdźbło:-0.6931471805599453 foo:-1.6094379124341003 nd:-1.2039728043259361 źdźbło:-0.6931471805599453 foo:-1.6094379124341003 az:-1.2039728043259361
3 złoty:-0.916290731874155 :-0.5108256237659907 złoty:-0.916290731874155 :-0.5108256237659907