/**
?*?
?*/
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（“l(fā)oad?model?please?waiting?...“）;
			svm_model?model?=?（svm_model）?Constant.load（“model“）;
			logger.info（“l(fā)oad?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（“l(fā)oad?model?please?waiting?...“）;
			svm_model?model?=?（svm_model）?Constant.load（“model“）;
			logger.info（“l(fā)oad?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????????867??2011-03-28?20:15??Classification\.classpath

?????文件????????390??2011-03-19?20:59??Classification\.project

?????文件????????246??2011-03-19?20:59??Classification\.settings\.svn\all-wcprops

?????文件????????368??2011-03-28?20:15??Classification\.settings\.svn\entries

?????文件????????629??2011-03-19?20:59??Classification\.settings\.svn\text-base\org.eclipse.jdt.core.prefs.svn-base

?????文件????????629??2011-03-19?20:59??Classification\.settings\org.eclipse.jdt.core.prefs

?????文件???????1356??2011-03-28?20:15??Classification\.svn\all-wcprops

?????文件???????2130??2011-03-28?20:16??Classification\.svn\entries

?????文件?????????53??2011-03-19?20:58??Classification\.svn\prop-base\ICTCLAS.dll.svn-base

?????文件?????????53??2011-03-19?20:58??Classification\.svn\prop-base\Jama-1.0.2.jar.svn-base

?????文件?????????53??2011-03-19?20:58??Classification\.svn\prop-base\Jama-1.0.2.zip.svn-base

?????文件?????????53??2011-03-19?20:58??Classification\.svn\prop-base\kernel.jpg.svn-base

?????文件?????????53??2011-03-19?20:58??Classification\.svn\prop-base\libsvm-3.0.zip.svn-base

?????文件?????????53??2011-03-19?20:58??Classification\.svn\prop-base\libsvm.jar.svn-base

?????文件?????????53??2011-03-19?20:59??Classification\.svn\prop-base\log4j-1.2.16.jar.svn-base

?????文件?????????53??2011-03-20?23:38??Classification\.svn\prop-base\語料庫2.rar.svn-base

?????文件????????867??2011-03-28?20:14??Classification\.svn\text-base\.classpath.svn-base

?????文件????????390??2011-03-19?20:58??Classification\.svn\text-base\.project.svn-base

?????文件??????14160??2011-03-19?20:59??Classification\.svn\text-base\heart_scale.model.svn-base

?????文件?????155648??2011-03-19?20:58??Classification\.svn\text-base\ICTCLAS.dll.svn-base

?????文件??????32775??2011-03-19?20:58??Classification\.svn\text-base\Jama-1.0.2.jar.svn-base

?????文件?????104915??2011-03-19?20:58??Classification\.svn\text-base\Jama-1.0.2.zip.svn-base

?????文件??????28000??2011-03-19?20:58??Classification\.svn\text-base\kernel.jpg.svn-base

?????文件?????519159??2011-03-19?20:58??Classification\.svn\text-base\libsvm-3.0.zip.svn-base

?????文件??????49782??2011-03-19?20:58??Classification\.svn\text-base\libsvm.jar.svn-base

?????文件?????481534??2011-03-19?20:59??Classification\.svn\text-base\log4j-1.2.16.jar.svn-base

?????文件????2678651??2011-03-20?23:38??Classification\.svn\text-base\語料庫2.rar.svn-base

?????文件?????581999??2011-03-30?10:41??Classification\ans7.txt

?????文件???????5901??2011-03-30?10:32??Classification\ans8.txt

?????文件???????1285??2011-03-28?20:14??Classification\bin\.svn\all-wcprops

............此處省略1358個文件信息