Package etc.aloe.data

Examples of etc.aloe.data.FeatureSpecification.addFilter()

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        FeatureSpecification spec = new FeatureSpecification();

        System.out.print("Configuring features over " + examples.size() + " examples... ");

        try {
            spec.addFilter(getPronounsFilter(examples));
            spec.addFilter(getPunctuationFilter(examples));
            spec.addFilter(getSpecialWordsFilter(examples));
            spec.addFilter(getSpellingFilter(examples));

            spec.addFilter(getEmoticonsFilter(examples));
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        System.out.print("Configuring features over " + examples.size() + " examples... ");

        try {
            spec.addFilter(getPronounsFilter(examples));
            spec.addFilter(getPunctuationFilter(examples));
            spec.addFilter(getSpecialWordsFilter(examples));
            spec.addFilter(getSpellingFilter(examples));

            spec.addFilter(getEmoticonsFilter(examples));
            spec.addFilter(getBagOfWordsFilter(examples));
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        System.out.print("Configuring features over " + examples.size() + " examples... ");

        try {
            spec.addFilter(getPronounsFilter(examples));
            spec.addFilter(getPunctuationFilter(examples));
            spec.addFilter(getSpecialWordsFilter(examples));
            spec.addFilter(getSpellingFilter(examples));

            spec.addFilter(getEmoticonsFilter(examples));
            spec.addFilter(getBagOfWordsFilter(examples));
            spec.addFilter(getRemoveIDFilter(examples));
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        try {
            spec.addFilter(getPronounsFilter(examples));
            spec.addFilter(getPunctuationFilter(examples));
            spec.addFilter(getSpecialWordsFilter(examples));
            spec.addFilter(getSpellingFilter(examples));

            spec.addFilter(getEmoticonsFilter(examples));
            spec.addFilter(getBagOfWordsFilter(examples));
            spec.addFilter(getRemoveIDFilter(examples));
           
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            spec.addFilter(getPronounsFilter(examples));
            spec.addFilter(getPunctuationFilter(examples));
            spec.addFilter(getSpecialWordsFilter(examples));
            spec.addFilter(getSpellingFilter(examples));

            spec.addFilter(getEmoticonsFilter(examples));
            spec.addFilter(getBagOfWordsFilter(examples));
            spec.addFilter(getRemoveIDFilter(examples));
           
            if (this.getParticipantFeatureCount() > 0) {
                spec.addFilter(getParticipantsFilter(examples));
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            spec.addFilter(getPunctuationFilter(examples));
            spec.addFilter(getSpecialWordsFilter(examples));
            spec.addFilter(getSpellingFilter(examples));

            spec.addFilter(getEmoticonsFilter(examples));
            spec.addFilter(getBagOfWordsFilter(examples));
            spec.addFilter(getRemoveIDFilter(examples));
           
            if (this.getParticipantFeatureCount() > 0) {
                spec.addFilter(getParticipantsFilter(examples));
            } else {
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            spec.addFilter(getSpecialWordsFilter(examples));
            spec.addFilter(getSpellingFilter(examples));

            spec.addFilter(getEmoticonsFilter(examples));
            spec.addFilter(getBagOfWordsFilter(examples));
            spec.addFilter(getRemoveIDFilter(examples));
           
            if (this.getParticipantFeatureCount() > 0) {
                spec.addFilter(getParticipantsFilter(examples));
            } else {
                spec.addFilter(getRemoveParticipantFilter(examples));
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            spec.addFilter(getEmoticonsFilter(examples));
            spec.addFilter(getBagOfWordsFilter(examples));
            spec.addFilter(getRemoveIDFilter(examples));
           
            if (this.getParticipantFeatureCount() > 0) {
                spec.addFilter(getParticipantsFilter(examples));
            } else {
                spec.addFilter(getRemoveParticipantFilter(examples));
            }
           
            Instances output = spec.getOutputFormat();
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            spec.addFilter(getRemoveIDFilter(examples));
           
            if (this.getParticipantFeatureCount() > 0) {
                spec.addFilter(getParticipantsFilter(examples));
            } else {
                spec.addFilter(getRemoveParticipantFilter(examples));
            }
           
            Instances output = spec.getOutputFormat();
            int numAttrs = output.numAttributes();
            System.out.println("generated " + (numAttrs - 1) + " features.");
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