diff --git a/src/discover/learner.json b/src/discover/learner.json index e69de29..a6abac3 100644 --- a/src/discover/learner.json +++ b/src/discover/learner.json @@ -0,0 +1,25359 @@ +{ + "createNewObjectString": "(pastTrainingSamples = []) => {\n const {\n multilabel,\n Winnow,\n EnhancedClassifier\n } = require('limdu').classifiers; // Word extractor - a function that takes a sample and adds features to a given features set:\n\n\n const TextClassifier = multilabel.BinaryRelevance.bind(0, {\n binaryClassifierType: Winnow.bind(0, {\n retrain_count: 10\n })\n });\n const classifier = new EnhancedClassifier({\n classifierType: TextClassifier,\n featureExtractor: (input, features) => {\n //similar to limdu.features.NGramsOfWords(1)\n input.split(/[ \\t,;:.-_]/) //perhaps remove _ to keep emoji words joint\n .filter(Boolean).forEach(word => {\n features[word.toLowerCase()] = 1;\n });\n },\n //or extract\n pastTrainingSamples\n });\n return classifier;\n}", + "object": { + "classifier": { + 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