AI_Blood
所属分类:人工智能/神经网络/深度学习
开发工具:C++ Builder
文件大小:987KB
下载次数:70
上传日期:2010-01-30 16:41:13
上 传 者:
lakex24
说明: 本次大作业利用K‐近邻(K‐Nearest Neighbor)算法,为给定的训练数据集构造了分类器,
并在测试数据集上进行分类预测,同时计算了Accuracy、Precision、Recall和F‐measure,利用
10‐fold的实验方法进行交叉验证。
(The big job to use K-neighbor (K-Nearest Neighbor) algorithm, for a given set of training data classifier is constructed, and the test data sets to classify forecasts, while the calculation of the Accuracy, Precision, Recall and F-measure , using 10-fold cross-validation of experimental methods.)
文件列表:
AI_Blood (0, 2009-11-11)
AI_Blood\bin (0, 2009-11-11)
AI_Blood\bin\AI_01.exe (46592, 2009-11-10)
AI_Blood\bin\ai_data (0, 2009-11-11)
AI_Blood\bin\ai_data\transfusion_out_10_1.dat (1124, 2009-11-10)
AI_Blood\bin\ai_data\transfusion_out_10_10.dat (1255, 2009-11-10)
AI_Blood\bin\ai_data\transfusion_out_10_2.dat (1088, 2009-11-10)
AI_Blood\bin\ai_data\transfusion_out_10_3.dat (1051, 2009-11-10)
AI_Blood\bin\ai_data\transfusion_out_10_4.dat (1117, 2009-11-10)
AI_Blood\bin\ai_data\transfusion_out_10_5.dat (1139, 2009-11-10)
AI_Blood\bin\ai_data\transfusion_out_10_6.dat (1128, 2009-11-10)
AI_Blood\bin\ai_data\transfusion_out_10_7.dat (1139, 2009-11-10)
AI_Blood\bin\ai_data\transfusion_out_10_8.dat (1095, 2009-11-10)
AI_Blood\bin\ai_data\transfusion_out_10_9.dat (1096, 2009-11-10)
AI_Blood\bin\ai_data\transfusion_test_10_1.dat (1420, 2009-10-19)
AI_Blood\bin\ai_data\transfusion_test_10_10.dat (1583, 2009-10-19)
AI_Blood\bin\ai_data\transfusion_test_10_2.dat (1384, 2009-10-19)
AI_Blood\bin\ai_data\transfusion_test_10_3.dat (1347, 2009-10-19)
AI_Blood\bin\ai_data\transfusion_test_10_4.dat (1413, 2009-10-19)
AI_Blood\bin\ai_data\transfusion_test_10_5.dat (1435, 2009-10-19)
AI_Blood\bin\ai_data\transfusion_test_10_6.dat (1424, 2009-10-19)
AI_Blood\bin\ai_data\transfusion_test_10_7.dat (1435, 2009-10-19)
AI_Blood\bin\ai_data\transfusion_test_10_8.dat (1391, 2009-10-19)
AI_Blood\bin\ai_data\transfusion_test_10_9.dat (1392, 2009-10-19)
AI_Blood\bin\ai_data\transfusion_train_10_1.dat (12804, 2009-10-19)
AI_Blood\bin\ai_data\transfusion_train_10_10.dat (12641, 2009-10-19)
AI_Blood\bin\ai_data\transfusion_train_10_2.dat (12840, 2009-10-19)
AI_Blood\bin\ai_data\transfusion_train_10_3.dat (12877, 2009-10-19)
AI_Blood\bin\ai_data\transfusion_train_10_4.dat (12811, 2009-10-19)
AI_Blood\bin\ai_data\transfusion_train_10_5.dat (12789, 2009-10-19)
AI_Blood\bin\ai_data\transfusion_train_10_6.dat (12800, 2009-10-19)
AI_Blood\bin\ai_data\transfusion_train_10_7.dat (12789, 2009-10-19)
AI_Blood\bin\ai_data\transfusion_train_10_8.dat (12833, 2009-10-19)
AI_Blood\bin\ai_data\transfusion_train_10_9.dat (12832, 2009-10-19)
AI_Blood\bin\Run_AI_01.bat (1331, 2009-11-11)
AI_Blood\doc (0, 2009-11-11)
AI_Blood\doc\2007013206_刘晶_实验报告.pdf (294336, 2009-11-11)
AI_Blood\doc\分类结果 (0, 2009-11-11)
AI_Blood\doc\分类结果\2007013206_out_10_1.dat (1124, 2009-11-11)
... ...
AI_01 Blood Data Classification 可执行程序帮助说明
1 双击 Run_AI_01.bat 可直接运行结果,运行参数可通过右键编辑菜单查看;
2 在该目录下会生成 10 组数据的相关计算统计结果 --> Result.txt 文件中;
3 生成的分类结果文件存储在上级目录下的 output 文件夹中;
4 默认的训练和测试数据存储在 ai_data 文件夹中;
如果有任何问题请您联系:
软件71班 刘晶 killua222z@yahoo.com.cn
谢谢!
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