Java可靠性测试fit_Java ParagraphVectors.fit方法代码示例
import org.deeplearning4j.models.paragraphvectors.ParagraphVectors; //导入方法依赖的package包/类
public static void main(String[] args) throws Exception {
ClassPathResource srcFile = new ClassPathResource("/raw_sentences.txt");
File file = srcFile.getFile();
SentenceIterator iter = new BasicLineIterator(file);
TokenizerFactory tFact = new DefaultTokenizerFactory();
tFact.setTokenPreProcessor(new CommonPreprocessor());
LabelsSource labelFormat = new LabelsSource("LINE_");
ParagraphVectors vec = new ParagraphVectors.Builder()
.minWordFrequency(1)
.iterations(5)
.epochs(1)
.layerSize(100)
.learningRate(0.025)
.labelsSource(labelFormat)
.windowSize(5)
.iterate(iter)
.trainWordVectors(false)
.tokenizerFactory(tFact)
.sampling(0)
.build();
vec.fit();
double similar1 = vec.similarity("LINE_9835", "LINE_12492");
out.println("Comparing lines 9836 & 12493 ('This is my house .'/'This is my world .') Similarity = " + similar1);
double similar2 = vec.similarity("LINE_3720", "LINE_16392");
out.println("Comparing lines 3721 & 16393 ('This is my way .'/'This is my work .') Similarity = " + similar2);
double similar3 = vec.similarity("LINE_6347", "LINE_3720");
out.println("Comparing lines 6348 & 3721 ('This is my case .'/'This is my way .') Similarity = " + similar3);
double dissimilar1 = vec.similarity("LINE_3720", "LINE_9852");
out.println("Comparing lines 3721 & 9853 ('This is my way .'/'We now have one .') Similarity = " + dissimilar1);
double dissimilar2 = vec.similarity("LINE_3720", "LINE_3719");
out.println("Comparing lines 3721 & 3720 ('This is my way .'/'At first he says no .') Similarity = " + dissimilar2);
}
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