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Extend guessing tags to all tag categories

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This commit is contained in:
Eike Kettner
2021-01-18 13:35:53 +01:00
parent c5778880d9
commit 249f9e6e2a
18 changed files with 384 additions and 168 deletions
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9
modules/analysis/src/main/scala/docspell/analysis/classifier/StanfordTextClassifier.scala
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@ -11,6 +11,7 @@ import docspell.analysis.classifier
import docspell.analysis.classifier.TextClassifier._
import docspell.analysis.nlp.Properties
import docspell.common._
import docspell.common.syntax.FileSyntax._
import edu.stanford.nlp.classify.ColumnDataClassifier
@ -28,7 +29,7 @@ final class StanfordTextClassifier[F[_]: Sync: ContextShift](
.use { dir =>
for {
rawData <- writeDataFile(blocker, dir, data)
_ <- logger.info(s"Learning from ${rawData.count} items.")
_ <- logger.debug(s"Learning from ${rawData.count} items.")
trainData <- splitData(logger, rawData)
scores <- cfg.classifierConfigs.traverse(m => train(logger, trainData, m))
sorted = scores.sortBy(-_.score)
@ -138,9 +139,9 @@ final class StanfordTextClassifier[F[_]: Sync: ContextShift](
props: Map[String, String]
): Map[String, String] =
prepend("2.", props) ++ Map(
"trainFile" -> trainData.train.normalize().toAbsolutePath().toString(),
"testFile" -> trainData.test.normalize().toAbsolutePath().toString(),
"serializeTo" -> trainData.modelFile.normalize().toAbsolutePath().toString()
"trainFile" -> trainData.train.absolutePathAsString,
"testFile" -> trainData.test.absolutePathAsString,
"serializeTo" -> trainData.modelFile.absolutePathAsString
).toList
case class RawData(count: Long, file: Path)