/**
?*?
?*/
package?com.tassemble.classify.svm;

import?java.io.FileOutputStream;
import?java.io.IOException;
import?java.io.objectOutputStream;
import?java.io.UnsupportedEncodingException;
import?java.net.URLDecoder;
import?java.util.ArrayList;
import?java.util.HashMap;
import?java.util.Map;
import?java.util.Set;

import?org.apache.log4j.Logger;
import?org.apache.log4j.PropertyConfigurator;

import?libsvm.svm_model;
import?libsvm.svm_node;
import?libsvm.svm_parameter;
import?libsvm.svm_problem;

import?com.tassemble.analyzer.ArticleProcessor;
import?com.tassemble.constants.Constant;
import?com.tassemble.feature.Character;
import?com.tassemble.feature.FeatureSelector;
import?com.tassemble.feature.Selector;
import?com.tassemble.tfidf.Category;
import?com.tassemble.tfidf.TFIDF;
import?com.tassemble.vsm.VSM;

/**
?*?@author?chen-hongqin@163.com?2011-3-23
?*?
?*/
public?class?App?{
	static?Logger?logger?=?Logger.getLogger（App.class）;

	void?predict（）?{

	}

	/**
	?*?
	?*?@param?args
	?*?@throws?IOException
	?*?????????????return?void
	?*?
	?*/

	public?static?void?main（String[]?args）?throws?IOException?{

		PropertyConfigurator.configure（Constant.ROOT_PATH
				+?“configures/classificationLog4j.properties“）;

		/**
		?*?1.?classifier.jar?-train?c:\語料庫2\?
		?*?2.?classifier.jar?-predict?c:\predictTest\?
		?*?3.?classifier.jar?-check?c:\predictTest\
		?*/
		if?（args[0].equals（“-train“））?{
			train（args[1]）;
		}?else?if?（args[0].equals（“-predict“））?{
			logger.info（“load?model?please?waiting?...“）;
			svm_model?model?=?（svm_model）?Constant.load（“model“）;
			logger.info（“load?model?completely!“）;
			Map?map?=?（HashMap）?Constant.load（“map“）;

			Predictor?p?=?new?Predictor（model?map）;
			p.predict（args[1]?““）;
		}?else?if?（args[0].equals（“-test“））?{
			logger.info（“load?model?please?waiting?...“）;
			svm_model?model?=?（svm_model）?Constant.load（“model“）;
			logger.info（“load?model?completely!“）;
			Map?map?=?（HashMap）?Constant.load（“map“）;

			ArticleProcessor?processor?=?new?ArticleProcessor（）;
			ArrayList?categories?=?processor.getCategories（args[1]）;
			
			VSM?vsm?=?new?VSM（）;
			svm_problem?problem?=?vsm.convertToVSM（categories?map）;
			
			
			SVMScale?svmScale?=?new?SVMScale（）;
			logger.info（“scale?problems“）;
			problem?=?svmScale.scale（problem?Constant.PREDICT_SCALE_ARGV）;
			logger.info（“end?scale?problems“）;
			
			
			Classifier?t?=?new?Classifier（）;
			logger.info（“start?predict?...“）;
			testPredict（t?problem?model）;
		}

	}

	/**
	?*?
	?*?return?void
	?*?
	?*?@throws?IOException
	?*?
	?*/
	private?static?void?test（）?throws?IOException?{
		//?TODO?Auto-generated?method?stub
		Classifier?t?=?new?Classifier（）;

		ArrayList?categories?=?new?TFIDF（）.process（）;
		Selector?selector?=?new?FeatureSelector（categories）;
		HashMap>?map?=?selector
				.select（Constant.DEFAULT_NUMBER_OF_TOTAL_FE

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件????7544244??2011-04-01?23:36??Classification\Classification\bin\BigramDict.dct

?????文件????????568??2011-04-01?23:36??Classification\Classification\bin\com\tassemble\analyzer\Article.class

?????文件???????4887??2011-04-01?23:36??Classification\Classification\bin\com\tassemble\analyzer\ArticleProcessor.class

?????文件????????106??2011-04-01?23:36??Classification\Classification\bin\com\tassemble\analyzer\Scrapbook.jpage

?????文件????????403??2011-04-01?23:36??Classification\Classification\bin\com\tassemble\analyzer\Word.class

?????文件???????2114??2011-04-01?23:35??Classification\Classification\bin\com\tassemble\IG\DataReader.class

?????文件???????1622??2011-04-01?23:35??Classification\Classification\bin\com\tassemble\IG\Doc.class

?????文件???????5524??2011-04-01?23:35??Classification\Classification\bin\com\tassemble\IG\IgCalculator.class

?????文件???????1263??2011-04-01?23:36??Classification\Classification\bin\com\xjt\nlp\word\ICTCLAS.class

?????文件???????3135??2011-04-01?23:36??Classification\Classification\bin\com\xjt\nlp\word\Sentence.class

?????文件???????2078??2011-04-01?23:36??Classification\Classification\bin\com\xjt\nlp\word\SplitWord.class

?????文件???????2024??2011-04-01?23:36??Classification\Classification\bin\com\xjt\nlp\word\ThreadTest.class

?????文件???????1170??2011-04-01?23:36??Classification\Classification\bin\com\xjt\nlp\word\Word.class

?????文件????????152??2011-04-01?23:36??Classification\Classification\bin\com\xjt\nlp\word\Word.jbx

?????文件????1565689??2011-04-01?23:36??Classification\Classification\bin\coreDict.dct

?????文件?????????11??2011-04-01?23:35??Classification\Classification\bin\CVS\Entries

?????文件?????????11??2011-04-01?23:35??Classification\Classification\bin\CVS\Repository

?????文件?????????34??2011-04-01?23:35??Classification\Classification\bin\CVS\Root

?????文件?????188416??2011-04-01?23:36??Classification\Classification\bin\jawin.dll

?????文件??????94550??2011-04-01?23:36??Classification\Classification\bin\jawin.jar

?????文件??????10412??2011-04-01?23:36??Classification\Classification\bin\lexical.ctx

?????文件???????1032??2011-04-01?23:36??Classification\Classification\bin\nr.ctx

?????文件?????113780??2011-04-01?23:36??Classification\Classification\bin\nr.dct

?????文件????????408??2011-04-01?23:36??Classification\Classification\bin\ns.ctx

?????文件??????54278??2011-04-01?23:36??Classification\Classification\bin\ns.dct

?????文件????????408??2011-04-01?23:36??Classification\Classification\bin\tr.ctx

?????文件??????64000??2011-04-01?23:36??Classification\Classification\bin\tr.dct

?????文件???????1686??2011-04-01?23:35??Classification\Classification\bin\軍事\0?（1）.txt

?????文件????????541??2011-04-01?23:35??Classification\Classification\bin\軍事\0?（2）.txt

?????文件???????3711??2011-04-01?23:35??Classification\Classification\bin\軍事\0?（3）.txt

............此處省略310個文件信息