TechTC - Technion Repository of Text Categorization Datasets

The TechTC-300 Test Collection for Text Categorization

Version: 1.0
Release date: May 2, 2004
Maintained by: Evgeniy Gabrilovich (gabr@cs.technion.ac.il)

Overview
Availability and usage
- Conditions of use
- Software
Detailed statistics
Mailing list
Questions?
References
Additional publications

Overview

The TechTC-300 Test Collection contains 300 labeled datasets whose categorization difficulty (as measured by baseline SVM accuracy) is uniformly distributed between 0.6 and 1.0. This test collection was constructed in the course of experiments described in (Davidov et al., 2004).

The data acquisition procedure and the format of the data files for this collection are comprehensively described at the main TechTC page.

Availability and usage

Download the entire test collection as a single ZIP file:

Plain text format: techtc300.zip (224,582,958 bytes; approx. 723Mb uncompressed)
Preprocessed feature vectors: techtc300_preprocessed.zip (117,951,459 bytes; approx. 301Mb uncompressed)

Section "Detailed statistics" below contains further information on individual datasets.

Conditions of use

If you publish results based on this test collection, please cite the following paper:

Dmitry Davidov, Evgeniy Gabrilovich, and Shaul Markovitch
"Parameterized Generation of Labeled Datasets for Text Categorization Based on a Hierarchical Directory"
To appear in Proceedings of The 27th Annual International ACM SIGIR Conference, Sheffield, UK, July 2004
[Abstract / PDF]

Please also inform your readers of the current location of the data: http://techtc.cs.technion.ac.il/techtc300/techtc300.html

Software

Nil Geisweiller has kindly made available his software, which allows to create datasets based on the ODP: https://github.com/ngeiswei/techtc-builder

Detailed statistics

The following table provides detailed information about the individual datasets in the TechTC-300 collection. Each line in this table describes one dataset. The first two columns specify the ids of the ODP categories comprising the dataset, hyperlinked with the corresponding categories in the ODP hierarchy. The third column shows the number of documents in the dataset. The fourth and fifth columns contain the graph distance and the text distance between the two categories, respectively (see (Davidov et al., 2004; Section 2.1) for the exact definitions of these metrics). The next three columns show the accuracy of text categorization with SVM, C4.5 and KNN (respectively) using all the features (i.e., without any feature selection). Finally, the last column shows the Maximum Achievable Accuracy (MAA) for this dataset.

Category
id1 Category
id2 Number of
documents Graph
distance Text
distance SVM
C4.5
KNN
MAA

1092 1110 269 3 12.551497 0.95 0.9231 0.9426 0.95

1092 135724 264 6 15.045206 0.9731 0.9425 0.9733 0.9733

1092 789236 275 14 22.826953 0.9704 0.9704 0.9778 0.9778

1110 47793 257 10 17.81247 0.964 0.948 0.872 0.964

1622 42350 200 5 6.023847 0.88 0.8401 0.7619 0.88

1996 261990 173 8 22.161406 0.9503 0.9751 0.9065 0.9751

2592 3431 188 8 21.732932 0.9442 0.9443 0.9609 0.9609

2592 42357 166 5 16.769086 0.9378 0.9502 0.9003 0.9502

2597 56702 270 5 15.892009 0.9578 0.931 0.9541 0.9578

2631 83261 282 6 15.50696 0.9297 0.926 0.8812 0.9297

2631 449165 180 7 17.490925 0.9646 0.9587 0.947 0.9646

2631 789236 284 13 21.690814 0.9677 0.9661 0.9641 0.9677

3093 421943 184 10 20.855236 0.9443 0.9555 0.9055 0.9555

3431 48472 177 8 15.809618 0.9705 0.9382 0.8914 0.9705

5310 9639 246 9 11.221992 0.9653 0.9523 0.8698 0.9653

5560 592118 254 11 24.014359 0.98 0.976 0.9342 0.98

5560 704167 275 12 17.100563 0.9778 0.9334 0.9186 0.9778

6920 8366 200 7 9.199628 0.9072 0.943 0.9042 0.943

8308 8366 200 3 4.506822 0.8501 0.8001 0.7993 0.8501

8564 8567 188 2 16.489813 0.9388 0.9221 0.7646 0.9388

8564 8767 163 4 20.637502 0.923 0.9153 0.7568 0.923

10341 10755 200 4 5.808147 0.7921 0.7305 0.7844 0.7921

10341 14271 200 3 1.634875 0.7305 0.7132 0.8164 0.8164

10341 14525 200 2 2.288228 0.6267 0.6468 0.6333 0.6468

10341 61792 200 4 2.839517 0.7214 0.7001 0.7787 0.7787

10341 186330 200 4 3.664325 0.7215 0.7572 0.7872 0.7872

10341 194927 200 4 2.565268 0.7199 0.6602 0.7817 0.7817

10350 10539 200 4 3.482156 0.74 0.7133 0.7799 0.7799

10350 13928 200 3 1.534028 0.7713 0.7143 0.6846 0.7713

10350 194915 200 4 2.351878 0.7867 0.7332 0.8468 0.8468

10385 14525 200 5 9.117423 0.86 0.82 0.78 0.86

10385 25326 200 7 8.500273 0.8858 0.845 0.8931 0.8931

10385 269078 200 7 7.337601 0.7928 0.7642 0.8513 0.8513

10385 299104 200 5 6.883686 0.7928 0.7823 0.7117 0.7928

10385 312035 200 3 6.453106 0.6857 0.6524 0.5743 0.6857

10539 10567 200 3 7.384583 0.6714 0.6215 0.8717 0.8717

10539 11346 200 6 7.495751 0.8533 0.7999 0.8534 0.8534

10539 20673 200 8 7.19373 0.7 0.6608 0.8287 0.8287

10539 61792 200 6 5.206669 0.6599 0.6416 0.7833 0.7833

10539 85489 200 7 9.984525 0.7665 0.8133 0.6521 0.8133

10539 186330 200 6 4.838736 0.6733 0.64 0.7601 0.7601

10539 194915 200 6 5.02744 0.7191 0.6439 0.8315 0.8315

10539 300332 200 8 7.383129 0.8189 0.7691 0.8474 0.8474

10567 11346 200 7 10.402671 0.8306 0.746 0.9307 0.9307

10567 12121 200 8 9.824434 0.7998 0.7269 0.9502 0.9502

10567 46076 200 7 8.909045 0.7305 0.6979 0.8922 0.8922

10762 325847 160 6 9.204028 0.8067 0.7866 0.76 0.8067

10762 524208 161 10 21.060944 0.9533 0.9567 0.8268 0.9567

10762 5861635 167 15 15.11991 0.9315 0.8441 0.9128 0.9315

11342 9639 282 11 14.219647 0.963 0.926 0.9556 0.963

11346 17360 200 6 8.81867 0.8152 0.7998 0.8845 0.8845

11346 22294 200 9 9.580476 0.875 0.8334 0.9048 0.9048

11498 14517 200 7 23.591085 0.8999 0.8817 0.9093 0.9093

13928 18479 200 5 2.752411 0.7785 0.7537 0.7906 0.7906

13928 71892 200 9 6.062736 0.893 0.8214 0.8041 0.893

13928 186330 200 5 3.108226 0.75 0.7358 0.7749 0.7749

13928 300332 200 7 4.386871 0.8133 0.7799 0.8267 0.8267

13928 312035 200 5 3.372916 0.7429 0.6893 0.7071 0.7429

14271 20186 200 6 1.9748 0.692 0.5961 0.9153 0.9153

14271 46076 200 5 3.179224 0.7536 0.6921 0.8042 0.8042

14271 194927 200 5 2.118571 0.7143 0.6964 0.7877 0.7877

14271 312035 200 5 2.780381 0.769 0.6998 0.7998 0.7998

14517 20673 200 8 11.426356 0.8545 0.834 0.8544 0.8545

14517 186330 200 6 8.272968 0.8499 0.8416 0.9084 0.9084

14518 96104 263 7 11.38311 0.956 0.936 0.8379 0.956

14518 472203 273 13 11.866412 0.9847 0.9347 0.9502 0.9847

14525 61792 200 6 5.438969 0.7666 0.74 0.8 0.8

14525 194927 200 6 5.165557 0.694 0.6752 0.8252 0.8252

14630 18479 200 7 5.450985 0.82 0.8066 0.82 0.82

14630 20186 200 8 5.657029 0.7067 0.5801 0.9599 0.9599

14630 94142 200 10 12.725833 0.8333 0.8467 0.7999 0.8467

14630 300332 200 9 8.626976 0.9065 0.8566 0.8877 0.9065

14630 312035 200 7 6.539195 0.7868 0.7265 0.789 0.789

14630 814096 200 10 8.760172 0.8752 0.8753 0.8939 0.8939

14653 5861635 181 16 17.15566 0.9234 0.8472 0.9175 0.9234

17088 312651 185 11 14.868235 0.9442 0.9164 0.9386 0.9442

17088 421943 183 13 17.302574 0.9275 0.8832 0.8942 0.9275

17360 20186 200 7 5.49414 0.7075 0.6269 0.8635 0.8635

17360 46875 200 6 7.693348 0.8215 0.8036 0.7969 0.8215

17899 48446 181 9 19.815704 0.9705 0.9529 0.8732 0.9705

17899 240218 183 11 25.197977 1 1 0.9705 1

17899 278949 186 11 16.119187 0.9469 0.9469 0.8923 0.9469

17900 61765 281 6 10.571156 0.9001 0.8839 0.9186 0.9186

17900 704167 283 7 12.319126 0.9334 0.8752 0.889 0.9334

18479 20186 200 7 5.050187 0.7643 0.725 0.943 0.943

18479 20673 200 8 6.559954 0.7844 0.6844 0.8581 0.8581

18479 46076 200 6 5.201231 0.6928 0.6786 0.8049 0.8049

18479 186330 200 6 4.240268 0.7143 0.6786 0.7672 0.7672

20186 22294 200 10 7.47135 0.8249 0.7917 0.8916 0.8916

20186 61792 200 7 4.368808 0.6572 0.582 0.9001 0.9001

20546 65374 275 6 12.661821 0.8668 0.8176 0.8329 0.8668

20546 96104 268 7 15.338422 0.9542 0.929 0.9022 0.9542

20546 215009 276 4 9.368388 0.815 0.778 0.8823 0.8823

20673 46076 200 8 7.920879 0.7691 0.7306 0.8383 0.8383

20673 269078 200 10 6.990901 0.7383 0.6537 0.8597 0.8597

20673 312035 200 8 7.867797 0.6997 0.6612 0.7767 0.7767

20826 29965 265 11 13.488412 0.964 0.944 0.94 0.964

21119 96104 264 3 9.241652 0.908 0.908 0.876 0.908

21433 418948 279 15 20.127186 0.9778 0.9593 0.9354 0.9778

21433 5823851 280 16 20.101863 0.9556 0.9519 0.9408 0.9556

22294 25575 200 9 13.086865 0.9001 0.9001 0.9166 0.9166

22294 46076 200 9 7.57941 0.8084 0.7833 0.9213 0.9213

23038 47793 239 4 10.481198 0.922 0.7959 0.8902 0.922

23038 68416 253 3 15.595265 0.9001 0.8333 0.7505 0.9001

23038 83261 256 6 16.008689 0.9458 0.9083 0.8924 0.9458

23222 430894 185 9 17.0746 0.9386 0.9276 0.8714 0.9386

23222 849002 185 13 19.454839 0.9443 0.9498 0.8775 0.9498

25575 47456 200 8 12.532419 0.8714 0.8787 0.8429 0.8787

25575 275169 200 9 9.10123 0.8786 0.8287 0.8897 0.8897

25936 94142 200 6 10.932643 0.8859 0.8716 0.7769 0.8859

28718 8564 183 8 22.416316 0.9293 0.941 0.9234 0.941

28718 849002 177 15 22.377946 0.941 0.9469 0.941 0.9469

29041 7393 179 5 13.936199 0.9587 0.9587 0.8855 0.9587

29965 68416 272 8 17.095964 0.9617 0.9694 0.9544 0.9694

40378 849002 170 16 22.142952 1 0.969 0.9752 1

40392 61765 242 13 21.213909 1 0.9375 0.9874 1

40392 789236 241 16 22.554486 1 0.9874 0.9916 1

40398 421943 190 12 25.392493 1 1 0.9833 1

40398 849002 190 16 22.756264 1 0.9776 1 1

40622 8292 188 7 17.854915 0.9386 0.9499 0.8469 0.9499

40622 69440 183 4 12.643865 0.9587 0.9117 0.9353 0.9587

42345 56702 256 4 16.739267 0.936 0.864 0.8612 0.936

43404 47186 169 11 18.365184 0.9253 0.9316 0.9223 0.9316

43404 849002 169 15 19.403904 0.9752 0.9752 0.919 0.9752

43404 5861635 172 14 17.636264 0.9751 0.9626 0.919 0.9751

45502 5838985 280 12 21.790598 0.9704 0.9815 0.9519 0.9815

46076 61792 200 6 4.968967 0.6928 0.6069 0.767 0.767

46875 61792 200 6 6.556037 0.7733 0.755 0.7866 0.7866

47418 814096 200 7 6.012111 0.8132 0.7199 0.882 0.882

47456 497201 200 10 8.467239 0.8691 0.8306 0.8376 0.8691

48446 69440 180 5 12.020613 0.9529 0.9146 0.8768 0.9529

49502 56994 276 8 20.808216 0.9741 0.9815 0.9485 0.9815

52622 60974 278 11 17.91339 0.9778 0.9593 0.9797 0.9797

56994 96104 270 9 17.2761 0.958 0.927 0.9294 0.958

58108 85489 200 8 9.964476 0.8573 0.8502 0.8072 0.8573

60532 8567 185 7 20.390316 0.9387 0.9526 0.9221 0.9526

60741 849002 189 17 19.155203 0.9665 0.9609 0.9165 0.9665

60974 789236 285 17 22.318235 0.9712 0.9713 0.9697 0.9713

61792 814096 200 9 6.796871 0.8934 0.8467 0.8999 0.8999

69753 85489 200 8 13.180523 0.9132 0.8999 0.8532 0.9132

72031 849002 179 18 21.460154 0.9882 0.9882 0.8763 0.9882

83261 88266 276 5 19.031703 0.9271 0.9271 0.8796 0.9271

85489 90753 200 9 11.796554 0.8668 0.8867 0.8265 0.8867

100241 17900 276 5 11.722277 0.9271 0.8732 0.8545 0.9271

106614 114202 180 2 4.787238 0.753 0.6807 0.6088 0.753

108204 2631 275 4 14.836963 0.9075 0.8895 0.8098 0.9075

108204 42345 255 2 11.665873 0.82 0.7687 0.6736 0.82

114202 58074 175 7 14.48158 0.9752 0.944 0.8979 0.9752

114202 190888 173 8 15.84069 0.9439 0.9501 0.8664 0.9501

114857 40392 218 11 23.677141 1 1 0.9952 1

114857 312807 256 8 17.356788 0.95 0.9584 0.8957 0.9584

114857 535947 255 10 20.287722 0.9499 0.9479 0.9164 0.9499

114857 789236 259 15 20.311252 0.968 0.98 0.9579 0.98

123412 17899 142 4 19.850449 0.9615 0.9578 0.8768 0.9615

123412 233389 152 9 24.321307 0.9715 0.9715 0.9177 0.9715

123412 325847 140 5 15.061287 0.9538 0.9424 0.8802 0.9538

123906 2592 187 5 16.728951 0.9499 0.9442 0.9222 0.9499

123906 463854 186 4 12.101879 0.9219 0.8722 0.8665 0.9219

124388 7393 176 8 20.277789 0.9587 0.9705 0.9193 0.9705

124388 23112 187 10 19.279275 0.9721 0.9553 0.8426 0.9721

127007 17900 280 10 19.969902 0.9667 0.9556 0.9368 0.9667

127749 72031 175 13 22.771321 0.9564 0.944 0.8878 0.9564

135724 2631 273 5 16.196168 0.9704 0.9427 0.9334 0.9704

137433 449165 54 10 25.058798 1 1 0.875 1

138526 2597 276 3 9.441735 0.9464 0.9386 0.931 0.9464

138526 2631 282 6 13.620904 0.9112 0.8636 0.9223 0.9223

138526 789236 280 15 24.749013 0.9667 0.9704 0.9611 0.9704

139208 23038 256 4 8.823366 0.9168 0.8459 0.9416 0.9416

173089 40398 186 11 22.116641 1 0.9764 0.9941 1

173089 524208 175 9 24.781624 0.9565 0.9316 0.9065 0.9565

181232 215009 279 13 17.714288 0.9408 0.9125 0.9186 0.9408

181232 257734 276 11 22.981654 0.9963 0.9963 0.963 0.9963

181232 789236 284 15 24.482248 0.9712 0.9784 0.9768 0.9784

186330 46076 200 6 5.102811 0.6929 0.6714 0.7547 0.7547

186330 94142 200 9 11.952712 0.9144 0.8644 0.793 0.9144

186330 195558 200 9 12.166242 0.9153 0.9461 0.923 0.9461

186330 300332 200 8 6.698188 0.7931 0.7801 0.7695 0.7931

186330 314499 200 10 7.245434 0.8859 0.886 0.858 0.886

190005 58074 176 15 20.615594 0.9882 0.9823 0.9529 0.9882

190005 72031 178 17 19.251093 0.9469 0.941 0.9177 0.9469

190005 287061 183 13 18.581909 0.9276 0.9386 0.8665 0.9386

190005 454516 180 14 13.772803 0.911 0.9221 0.8941 0.9221

190005 849002 181 3 21.024926 0.972 0.9553 0.9407 0.972

190005 5861635 184 18 22.439759 0.9776 0.9608 0.922 0.9776

194915 67777 200 9 8.790863 0.9066 0.8733 0.9473 0.9473

194915 194927 200 2 2.30485 0.6189 0.6627 0.7127 0.7127

194915 324745 200 6 2.858575 0.7334 0.6218 0.8698 0.8698

194927 20186 200 3 2.779625 0.6733 0.6883 0.8866 0.8866

194927 46875 200 6 6.176581 0.7252 0.7127 0.8253 0.8253

194927 61792 200 6 3.833458 0.7467 0.7549 0.7868 0.7868

194927 299104 200 6 4.468027 0.8468 0.76 0.7825 0.8468

194927 312035 200 6 5.343655 0.7999 0.7533 0.7643 0.7999

203793 7393 177 4 11.823288 0.9059 0.9176 0.8628 0.9176

203793 28718 179 6 20.362148 0.9588 0.9351 0.9294 0.9588

203793 81066 187 4 15.926914 0.9165 0.8999 0.8637 0.9165

203793 86383 179 9 18.326251 0.941 0.9469 0.853 0.9469

203793 204402 184 5 19.068405 0.9832 0.9665 0.9276 0.9832

204402 7393 175 5 14.771864 0.9646 0.947 0.9117 0.9646

204402 29041 186 4 10.037915 0.9833 0.9387 0.8975 0.9833

204402 72031 179 10 18.370387 1 0.9941 0.9293 1

204402 287061 184 8 21.580647 0.9665 0.9776 0.9277 0.9776

205242 463854 185 3 13.828423 0.9166 0.8776 0.8565 0.9166

210192 8564 185 7 16.363127 0.9529 0.9352 0.9015 0.9529

210192 520393 180 12 14.85061 0.9705 0.9823 0.9385 0.9823

211244 224533 275 7 16.90307 0.9445 0.8668 0.9004 0.9445

215009 61765 278 9 9.869783 0.8964 0.79 0.9338 0.9338

215009 418948 279 14 13.200056 0.9667 0.8964 0.9371 0.9667

217155 3093 173 6 17.236737 0.947 0.9266 0.825 0.947

222417 472203 269 12 15.997784 0.9693 0.9425 0.9502 0.9693

224533 25321 266 9 19.617231 0.9693 0.9655 0.9194 0.9693

224533 83261 282 2 15.388378 0.9223 0.9001 0.8633 0.9223

224533 88266 280 5 18.404896 0.9556 0.8927 0.8464 0.9556

233389 86383 185 10 25.929839 0.9764 0.9882 0.9411 0.9882

233389 458776 194 2 8.298795 0.8943 0.8584 0.8499 0.8943

233389 849002 190 14 23.535371 0.9776 0.9721 0.9504 0.9776

234662 2597 248 8 21.427624 0.9708 0.9665 0.9339 0.9708

234662 52622 245 8 20.27262 0.9707 0.9666 0.9459 0.9707

234662 5823851 255 9 20.747704 0.964 0.968 0.9343 0.968

238688 56994 284 4 9.982394 0.9038 0.9037 0.8888 0.9038

238688 57037 277 5 17.413948 0.963 0.9371 0.8998 0.963

240218 271300 186 13 28.626135 0.9944 0.9888 0.9664 0.9944

240218 325847 181 12 22.655347 0.9941 0.9882 0.9175 0.9941

240218 474717 185 3 3.66868 0.6221 0.5806 0.6556 0.6556

240790 47793 266 10 17.338881 0.9809 0.9732 0.931 0.9809

261259 8564 187 6 21.037791 0.9498 0.9249 0.8692 0.9498

261259 60532 184 7 21.228216 0.9332 0.922 0.922 0.9332

261259 81066 184 6 19.377676 0.9331 0.911 0.8896 0.9331

261990 8564 183 6 23.098271 0.9646 0.9587 0.9058 0.9646

263248 5861635 186 15 18.974992 0.9441 0.9165 0.9331 0.9441

266541 60741 194 15 18.240194 0.9832 0.9054 0.9165 0.9832

266541 278949 193 14 18.787951 0.9665 0.9471 0.8721 0.9665

266541 301161 185 14 26.270622 0.9176 0.8843 0.9059 0.9176

266541 5861635 190 17 17.554899 0.9442 0.9054 0.9164 0.9442

268608 49870 182 10 27.149274 0.9665 0.9555 0.8948 0.9665

269078 46076 200 8 8.081078 0.8144 0.7429 0.886 0.886

269078 324745 200 8 6.001252 0.8215 0.75 0.8716 0.8716

271300 49870 183 12 17.146705 0.8945 0.9027 0.8415 0.9027

271300 849002 183 17 20.576227 0.9164 0.9165 0.9053 0.9165

271300 5861635 186 16 19.024593 0.9443 0.936 0.8999 0.9443

275733 58074 178 10 21.881103 0.9882 0.9647 0.9529 0.9882

278949 40348 196 12 24.880203 1 0.9944 1 1

278949 849002 188 16 23.232176 0.9609 0.9442 0.9318 0.9609

280052 83450 164 11 22.82512 0.9252 0.9377 0.8628 0.9377

280052 325847 179 11 12.462949 0.8763 0.8471 0.8412 0.8763

299104 46076 200 6 5.118133 0.7787 0.7107 0.7295 0.7787

299104 58108 200 9 9.436247 0.9073 0.8645 0.8215 0.9073

299104 312035 200 6 4.72939 0.7 0.6642 0.6785 0.7

300332 85489 200 5 10.500182 0.8465 0.8333 0.689 0.8465

301161 849002 180 16 27.268891 0.9351 0.9351 0.9264 0.9351

303829 789236 279 16 28.901195 1 0.9926 0.9741 1

312651 49870 184 13 22.289205 0.9665 0.9555 0.9387 0.9665

312651 5861635 187 17 22.551089 0.9776 0.972 0.9029 0.9776

312807 449927 277 7 16.34671 0.9618 0.9578 0.8868 0.9618

316970 85489 200 9 9.31842 0.8502 0.8502 0.8366 0.8502

319115 472203 277 15 13.272473 0.9732 0.9348 0.9502 0.9732

324745 61792 200 6 2.943728 0.6999 0.6784 0.8643 0.8643

324745 85489 200 7 7.537932 0.8644 0.8143 0.9144 0.9144

325847 8564 184 9 17.069471 0.9292 0.9176 0.8707 0.9292

325847 5861635 181 15 15.542789 0.9411 0.8824 0.9057 0.9411

332386 61792 200 8 4.989915 0.8399 0.8399 0.6734 0.8399

332386 85489 200 7 7.637073 0.8335 0.86 0.8199 0.86

344007 47793 264 9 18.789578 0.9732 0.9656 0.9117 0.9732

344007 789236 283 14 24.048275 0.9713 0.9785 0.982 0.982

364836 71892 181 14 12.020263 0.8691 0.8768 0.8119 0.8768

378028 5841153 284 3 7.917506 0.667 0.589 0.5929 0.667

406522 85489 200 7 7.192182 0.8716 0.8501 0.8858 0.8858

415500 454516 182 12 18.515327 0.9667 0.9721 0.8974 0.9721

415500 5861635 186 14 16.567769 0.961 0.95 0.9331 0.961

418948 71432 241 12 24.296459 0.9567 0.9654 0.9307 0.9654

418948 789236 284 16 25.554202 0.9784 0.9856 0.9661 0.9856

421943 789236 271 16 23.507444 0.9741 0.9741 0.9704 0.9741

449927 789236 280 14 20.396345 0.963 0.9704 0.9778 0.9778

458776 8564 192 7 23.53972 0.9442 0.9387 0.8276 0.9442

458776 81066 189 7 23.041299 0.9443 0.9499 0.9083 0.9499

458776 849002 186 14 25.059444 0.9609 0.9526 0.9219 0.9609

458776 5861635 189 13 22.064432 0.9609 0.9443 0.9219 0.9609

463854 58074 177 9 18.121832 0.9882 0.9705 0.9352 0.9882

472203 57037 273 10 17.864909 0.9732 0.9694 0.929 0.9732

472203 71432 236 13 16.939539 0.9592 0.9502 0.9454 0.9592

472203 789236 279 17 20.809081 0.9741 0.9593 0.9778 0.9778

474717 849002 182 17 28.053523 0.9888 0.9888 0.9442 0.9888

520393 849002 183 16 21.303591 0.9721 0.9609 0.9498 0.9721

535947 57037 272 8 24.040567 0.9655 0.9484 0.9232 0.9655

592118 68416 259 3 12.131505 0.796 0.764 0.6374 0.796

1155181 2597 275 12 12.186778 0.9578 0.9616 0.9291 0.9616

1155181 5560 269 14 21.014174 0.981 0.9809 0.96 0.981

1155181 29965 274 12 14.694333 0.9694 0.9655 0.9406 0.9694

1155181 40392 238 14 24.871264 1 0.9784 0.9979 1

1155181 138526 277 13 12.020397 0.9657 0.9579 0.8907 0.9657

1155181 789236 279 16 21.04015 0.9704 0.9741 0.9539 0.9741

5823851 789236 285 17 26.625303 0.982 0.9749 0.982 0.982

5838985 789236 278 15 25.414314 0.9963 1 0.9704 1

5861635 60741 192 6 9.792075 0.9055 0.7445 0.9555 0.9555

5861635 72031 182 17 18.055396 0.9705 0.9823 0.8941 0.9823

5861635 849002 185 19 20.011387 0.9497 0.9609 0.9053 0.9609

Category id1	Category id2	Number of documents	Graph distance	Text distance	SVM	C4.5	KNN	MAA
1092	1110	269	3	12.551497	0.95	0.9231	0.9426	0.95
1092	135724	264	6	15.045206	0.9731	0.9425	0.9733	0.9733
1092	789236	275	14	22.826953	0.9704	0.9704	0.9778	0.9778
1110	47793	257	10	17.81247	0.964	0.948	0.872	0.964
1622	42350	200	5	6.023847	0.88	0.8401	0.7619	0.88
1996	261990	173	8	22.161406	0.9503	0.9751	0.9065	0.9751
2592	3431	188	8	21.732932	0.9442	0.9443	0.9609	0.9609
2592	42357	166	5	16.769086	0.9378	0.9502	0.9003	0.9502
2597	56702	270	5	15.892009	0.9578	0.931	0.9541	0.9578
2631	83261	282	6	15.50696	0.9297	0.926	0.8812	0.9297
2631	449165	180	7	17.490925	0.9646	0.9587	0.947	0.9646
2631	789236	284	13	21.690814	0.9677	0.9661	0.9641	0.9677
3093	421943	184	10	20.855236	0.9443	0.9555	0.9055	0.9555
3431	48472	177	8	15.809618	0.9705	0.9382	0.8914	0.9705
5310	9639	246	9	11.221992	0.9653	0.9523	0.8698	0.9653
5560	592118	254	11	24.014359	0.98	0.976	0.9342	0.98
5560	704167	275	12	17.100563	0.9778	0.9334	0.9186	0.9778
6920	8366	200	7	9.199628	0.9072	0.943	0.9042	0.943
8308	8366	200	3	4.506822	0.8501	0.8001	0.7993	0.8501
8564	8567	188	2	16.489813	0.9388	0.9221	0.7646	0.9388
8564	8767	163	4	20.637502	0.923	0.9153	0.7568	0.923
10341	10755	200	4	5.808147	0.7921	0.7305	0.7844	0.7921
10341	14271	200	3	1.634875	0.7305	0.7132	0.8164	0.8164
10341	14525	200	2	2.288228	0.6267	0.6468	0.6333	0.6468
10341	61792	200	4	2.839517	0.7214	0.7001	0.7787	0.7787
10341	186330	200	4	3.664325	0.7215	0.7572	0.7872	0.7872
10341	194927	200	4	2.565268	0.7199	0.6602	0.7817	0.7817
10350	10539	200	4	3.482156	0.74	0.7133	0.7799	0.7799
10350	13928	200	3	1.534028	0.7713	0.7143	0.6846	0.7713
10350	194915	200	4	2.351878	0.7867	0.7332	0.8468	0.8468
10385	14525	200	5	9.117423	0.86	0.82	0.78	0.86
10385	25326	200	7	8.500273	0.8858	0.845	0.8931	0.8931
10385	269078	200	7	7.337601	0.7928	0.7642	0.8513	0.8513
10385	299104	200	5	6.883686	0.7928	0.7823	0.7117	0.7928
10385	312035	200	3	6.453106	0.6857	0.6524	0.5743	0.6857
10539	10567	200	3	7.384583	0.6714	0.6215	0.8717	0.8717
10539	11346	200	6	7.495751	0.8533	0.7999	0.8534	0.8534
10539	20673	200	8	7.19373	0.7	0.6608	0.8287	0.8287
10539	61792	200	6	5.206669	0.6599	0.6416	0.7833	0.7833
10539	85489	200	7	9.984525	0.7665	0.8133	0.6521	0.8133
10539	186330	200	6	4.838736	0.6733	0.64	0.7601	0.7601
10539	194915	200	6	5.02744	0.7191	0.6439	0.8315	0.8315
10539	300332	200	8	7.383129	0.8189	0.7691	0.8474	0.8474
10567	11346	200	7	10.402671	0.8306	0.746	0.9307	0.9307
10567	12121	200	8	9.824434	0.7998	0.7269	0.9502	0.9502
10567	46076	200	7	8.909045	0.7305	0.6979	0.8922	0.8922
10762	325847	160	6	9.204028	0.8067	0.7866	0.76	0.8067
10762	524208	161	10	21.060944	0.9533	0.9567	0.8268	0.9567
10762	5861635	167	15	15.11991	0.9315	0.8441	0.9128	0.9315
11342	9639	282	11	14.219647	0.963	0.926	0.9556	0.963
11346	17360	200	6	8.81867	0.8152	0.7998	0.8845	0.8845
11346	22294	200	9	9.580476	0.875	0.8334	0.9048	0.9048
11498	14517	200	7	23.591085	0.8999	0.8817	0.9093	0.9093
13928	18479	200	5	2.752411	0.7785	0.7537	0.7906	0.7906
13928	71892	200	9	6.062736	0.893	0.8214	0.8041	0.893
13928	186330	200	5	3.108226	0.75	0.7358	0.7749	0.7749
13928	300332	200	7	4.386871	0.8133	0.7799	0.8267	0.8267
13928	312035	200	5	3.372916	0.7429	0.6893	0.7071	0.7429
14271	20186	200	6	1.9748	0.692	0.5961	0.9153	0.9153
14271	46076	200	5	3.179224	0.7536	0.6921	0.8042	0.8042
14271	194927	200	5	2.118571	0.7143	0.6964	0.7877	0.7877
14271	312035	200	5	2.780381	0.769	0.6998	0.7998	0.7998
14517	20673	200	8	11.426356	0.8545	0.834	0.8544	0.8545
14517	186330	200	6	8.272968	0.8499	0.8416	0.9084	0.9084
14518	96104	263	7	11.38311	0.956	0.936	0.8379	0.956
14518	472203	273	13	11.866412	0.9847	0.9347	0.9502	0.9847
14525	61792	200	6	5.438969	0.7666	0.74	0.8	0.8
14525	194927	200	6	5.165557	0.694	0.6752	0.8252	0.8252
14630	18479	200	7	5.450985	0.82	0.8066	0.82	0.82
14630	20186	200	8	5.657029	0.7067	0.5801	0.9599	0.9599
14630	94142	200	10	12.725833	0.8333	0.8467	0.7999	0.8467
14630	300332	200	9	8.626976	0.9065	0.8566	0.8877	0.9065
14630	312035	200	7	6.539195	0.7868	0.7265	0.789	0.789
14630	814096	200	10	8.760172	0.8752	0.8753	0.8939	0.8939
14653	5861635	181	16	17.15566	0.9234	0.8472	0.9175	0.9234
17088	312651	185	11	14.868235	0.9442	0.9164	0.9386	0.9442
17088	421943	183	13	17.302574	0.9275	0.8832	0.8942	0.9275
17360	20186	200	7	5.49414	0.7075	0.6269	0.8635	0.8635
17360	46875	200	6	7.693348	0.8215	0.8036	0.7969	0.8215
17899	48446	181	9	19.815704	0.9705	0.9529	0.8732	0.9705
17899	240218	183	11	25.197977	1	1	0.9705	1
17899	278949	186	11	16.119187	0.9469	0.9469	0.8923	0.9469
17900	61765	281	6	10.571156	0.9001	0.8839	0.9186	0.9186
17900	704167	283	7	12.319126	0.9334	0.8752	0.889	0.9334
18479	20186	200	7	5.050187	0.7643	0.725	0.943	0.943
18479	20673	200	8	6.559954	0.7844	0.6844	0.8581	0.8581
18479	46076	200	6	5.201231	0.6928	0.6786	0.8049	0.8049
18479	186330	200	6	4.240268	0.7143	0.6786	0.7672	0.7672
20186	22294	200	10	7.47135	0.8249	0.7917	0.8916	0.8916
20186	61792	200	7	4.368808	0.6572	0.582	0.9001	0.9001
20546	65374	275	6	12.661821	0.8668	0.8176	0.8329	0.8668
20546	96104	268	7	15.338422	0.9542	0.929	0.9022	0.9542
20546	215009	276	4	9.368388	0.815	0.778	0.8823	0.8823
20673	46076	200	8	7.920879	0.7691	0.7306	0.8383	0.8383
20673	269078	200	10	6.990901	0.7383	0.6537	0.8597	0.8597
20673	312035	200	8	7.867797	0.6997	0.6612	0.7767	0.7767
20826	29965	265	11	13.488412	0.964	0.944	0.94	0.964
21119	96104	264	3	9.241652	0.908	0.908	0.876	0.908
21433	418948	279	15	20.127186	0.9778	0.9593	0.9354	0.9778
21433	5823851	280	16	20.101863	0.9556	0.9519	0.9408	0.9556
22294	25575	200	9	13.086865	0.9001	0.9001	0.9166	0.9166
22294	46076	200	9	7.57941	0.8084	0.7833	0.9213	0.9213
23038	47793	239	4	10.481198	0.922	0.7959	0.8902	0.922
23038	68416	253	3	15.595265	0.9001	0.8333	0.7505	0.9001
23038	83261	256	6	16.008689	0.9458	0.9083	0.8924	0.9458
23222	430894	185	9	17.0746	0.9386	0.9276	0.8714	0.9386
23222	849002	185	13	19.454839	0.9443	0.9498	0.8775	0.9498
25575	47456	200	8	12.532419	0.8714	0.8787	0.8429	0.8787
25575	275169	200	9	9.10123	0.8786	0.8287	0.8897	0.8897
25936	94142	200	6	10.932643	0.8859	0.8716	0.7769	0.8859
28718	8564	183	8	22.416316	0.9293	0.941	0.9234	0.941
28718	849002	177	15	22.377946	0.941	0.9469	0.941	0.9469
29041	7393	179	5	13.936199	0.9587	0.9587	0.8855	0.9587
29965	68416	272	8	17.095964	0.9617	0.9694	0.9544	0.9694
40378	849002	170	16	22.142952	1	0.969	0.9752	1
40392	61765	242	13	21.213909	1	0.9375	0.9874	1
40392	789236	241	16	22.554486	1	0.9874	0.9916	1
40398	421943	190	12	25.392493	1	1	0.9833	1
40398	849002	190	16	22.756264	1	0.9776	1	1
40622	8292	188	7	17.854915	0.9386	0.9499	0.8469	0.9499
40622	69440	183	4	12.643865	0.9587	0.9117	0.9353	0.9587
42345	56702	256	4	16.739267	0.936	0.864	0.8612	0.936
43404	47186	169	11	18.365184	0.9253	0.9316	0.9223	0.9316
43404	849002	169	15	19.403904	0.9752	0.9752	0.919	0.9752
43404	5861635	172	14	17.636264	0.9751	0.9626	0.919	0.9751
45502	5838985	280	12	21.790598	0.9704	0.9815	0.9519	0.9815
46076	61792	200	6	4.968967	0.6928	0.6069	0.767	0.767
46875	61792	200	6	6.556037	0.7733	0.755	0.7866	0.7866
47418	814096	200	7	6.012111	0.8132	0.7199	0.882	0.882
47456	497201	200	10	8.467239	0.8691	0.8306	0.8376	0.8691
48446	69440	180	5	12.020613	0.9529	0.9146	0.8768	0.9529
49502	56994	276	8	20.808216	0.9741	0.9815	0.9485	0.9815
52622	60974	278	11	17.91339	0.9778	0.9593	0.9797	0.9797
56994	96104	270	9	17.2761	0.958	0.927	0.9294	0.958
58108	85489	200	8	9.964476	0.8573	0.8502	0.8072	0.8573
60532	8567	185	7	20.390316	0.9387	0.9526	0.9221	0.9526
60741	849002	189	17	19.155203	0.9665	0.9609	0.9165	0.9665
60974	789236	285	17	22.318235	0.9712	0.9713	0.9697	0.9713
61792	814096	200	9	6.796871	0.8934	0.8467	0.8999	0.8999
69753	85489	200	8	13.180523	0.9132	0.8999	0.8532	0.9132
72031	849002	179	18	21.460154	0.9882	0.9882	0.8763	0.9882
83261	88266	276	5	19.031703	0.9271	0.9271	0.8796	0.9271
85489	90753	200	9	11.796554	0.8668	0.8867	0.8265	0.8867
100241	17900	276	5	11.722277	0.9271	0.8732	0.8545	0.9271
106614	114202	180	2	4.787238	0.753	0.6807	0.6088	0.753
108204	2631	275	4	14.836963	0.9075	0.8895	0.8098	0.9075
108204	42345	255	2	11.665873	0.82	0.7687	0.6736	0.82
114202	58074	175	7	14.48158	0.9752	0.944	0.8979	0.9752
114202	190888	173	8	15.84069	0.9439	0.9501	0.8664	0.9501
114857	40392	218	11	23.677141	1	1	0.9952	1
114857	312807	256	8	17.356788	0.95	0.9584	0.8957	0.9584
114857	535947	255	10	20.287722	0.9499	0.9479	0.9164	0.9499
114857	789236	259	15	20.311252	0.968	0.98	0.9579	0.98
123412	17899	142	4	19.850449	0.9615	0.9578	0.8768	0.9615
123412	233389	152	9	24.321307	0.9715	0.9715	0.9177	0.9715
123412	325847	140	5	15.061287	0.9538	0.9424	0.8802	0.9538
123906	2592	187	5	16.728951	0.9499	0.9442	0.9222	0.9499
123906	463854	186	4	12.101879	0.9219	0.8722	0.8665	0.9219
124388	7393	176	8	20.277789	0.9587	0.9705	0.9193	0.9705
124388	23112	187	10	19.279275	0.9721	0.9553	0.8426	0.9721
127007	17900	280	10	19.969902	0.9667	0.9556	0.9368	0.9667
127749	72031	175	13	22.771321	0.9564	0.944	0.8878	0.9564
135724	2631	273	5	16.196168	0.9704	0.9427	0.9334	0.9704
137433	449165	54	10	25.058798	1	1	0.875	1
138526	2597	276	3	9.441735	0.9464	0.9386	0.931	0.9464
138526	2631	282	6	13.620904	0.9112	0.8636	0.9223	0.9223
138526	789236	280	15	24.749013	0.9667	0.9704	0.9611	0.9704
139208	23038	256	4	8.823366	0.9168	0.8459	0.9416	0.9416
173089	40398	186	11	22.116641	1	0.9764	0.9941	1
173089	524208	175	9	24.781624	0.9565	0.9316	0.9065	0.9565
181232	215009	279	13	17.714288	0.9408	0.9125	0.9186	0.9408
181232	257734	276	11	22.981654	0.9963	0.9963	0.963	0.9963
181232	789236	284	15	24.482248	0.9712	0.9784	0.9768	0.9784
186330	46076	200	6	5.102811	0.6929	0.6714	0.7547	0.7547
186330	94142	200	9	11.952712	0.9144	0.8644	0.793	0.9144
186330	195558	200	9	12.166242	0.9153	0.9461	0.923	0.9461
186330	300332	200	8	6.698188	0.7931	0.7801	0.7695	0.7931
186330	314499	200	10	7.245434	0.8859	0.886	0.858	0.886
190005	58074	176	15	20.615594	0.9882	0.9823	0.9529	0.9882
190005	72031	178	17	19.251093	0.9469	0.941	0.9177	0.9469
190005	287061	183	13	18.581909	0.9276	0.9386	0.8665	0.9386
190005	454516	180	14	13.772803	0.911	0.9221	0.8941	0.9221
190005	849002	181	3	21.024926	0.972	0.9553	0.9407	0.972
190005	5861635	184	18	22.439759	0.9776	0.9608	0.922	0.9776
194915	67777	200	9	8.790863	0.9066	0.8733	0.9473	0.9473
194915	194927	200	2	2.30485	0.6189	0.6627	0.7127	0.7127
194915	324745	200	6	2.858575	0.7334	0.6218	0.8698	0.8698
194927	20186	200	3	2.779625	0.6733	0.6883	0.8866	0.8866
194927	46875	200	6	6.176581	0.7252	0.7127	0.8253	0.8253
194927	61792	200	6	3.833458	0.7467	0.7549	0.7868	0.7868
194927	299104	200	6	4.468027	0.8468	0.76	0.7825	0.8468
194927	312035	200	6	5.343655	0.7999	0.7533	0.7643	0.7999
203793	7393	177	4	11.823288	0.9059	0.9176	0.8628	0.9176
203793	28718	179	6	20.362148	0.9588	0.9351	0.9294	0.9588
203793	81066	187	4	15.926914	0.9165	0.8999	0.8637	0.9165
203793	86383	179	9	18.326251	0.941	0.9469	0.853	0.9469
203793	204402	184	5	19.068405	0.9832	0.9665	0.9276	0.9832
204402	7393	175	5	14.771864	0.9646	0.947	0.9117	0.9646
204402	29041	186	4	10.037915	0.9833	0.9387	0.8975	0.9833
204402	72031	179	10	18.370387	1	0.9941	0.9293	1
204402	287061	184	8	21.580647	0.9665	0.9776	0.9277	0.9776
205242	463854	185	3	13.828423	0.9166	0.8776	0.8565	0.9166
210192	8564	185	7	16.363127	0.9529	0.9352	0.9015	0.9529
210192	520393	180	12	14.85061	0.9705	0.9823	0.9385	0.9823
211244	224533	275	7	16.90307	0.9445	0.8668	0.9004	0.9445
215009	61765	278	9	9.869783	0.8964	0.79	0.9338	0.9338
215009	418948	279	14	13.200056	0.9667	0.8964	0.9371	0.9667
217155	3093	173	6	17.236737	0.947	0.9266	0.825	0.947
222417	472203	269	12	15.997784	0.9693	0.9425	0.9502	0.9693
224533	25321	266	9	19.617231	0.9693	0.9655	0.9194	0.9693
224533	83261	282	2	15.388378	0.9223	0.9001	0.8633	0.9223
224533	88266	280	5	18.404896	0.9556	0.8927	0.8464	0.9556
233389	86383	185	10	25.929839	0.9764	0.9882	0.9411	0.9882
233389	458776	194	2	8.298795	0.8943	0.8584	0.8499	0.8943
233389	849002	190	14	23.535371	0.9776	0.9721	0.9504	0.9776
234662	2597	248	8	21.427624	0.9708	0.9665	0.9339	0.9708
234662	52622	245	8	20.27262	0.9707	0.9666	0.9459	0.9707
234662	5823851	255	9	20.747704	0.964	0.968	0.9343	0.968
238688	56994	284	4	9.982394	0.9038	0.9037	0.8888	0.9038
238688	57037	277	5	17.413948	0.963	0.9371	0.8998	0.963
240218	271300	186	13	28.626135	0.9944	0.9888	0.9664	0.9944
240218	325847	181	12	22.655347	0.9941	0.9882	0.9175	0.9941
240218	474717	185	3	3.66868	0.6221	0.5806	0.6556	0.6556
240790	47793	266	10	17.338881	0.9809	0.9732	0.931	0.9809
261259	8564	187	6	21.037791	0.9498	0.9249	0.8692	0.9498
261259	60532	184	7	21.228216	0.9332	0.922	0.922	0.9332
261259	81066	184	6	19.377676	0.9331	0.911	0.8896	0.9331
261990	8564	183	6	23.098271	0.9646	0.9587	0.9058	0.9646
263248	5861635	186	15	18.974992	0.9441	0.9165	0.9331	0.9441
266541	60741	194	15	18.240194	0.9832	0.9054	0.9165	0.9832
266541	278949	193	14	18.787951	0.9665	0.9471	0.8721	0.9665
266541	301161	185	14	26.270622	0.9176	0.8843	0.9059	0.9176
266541	5861635	190	17	17.554899	0.9442	0.9054	0.9164	0.9442
268608	49870	182	10	27.149274	0.9665	0.9555	0.8948	0.9665
269078	46076	200	8	8.081078	0.8144	0.7429	0.886	0.886
269078	324745	200	8	6.001252	0.8215	0.75	0.8716	0.8716
271300	49870	183	12	17.146705	0.8945	0.9027	0.8415	0.9027
271300	849002	183	17	20.576227	0.9164	0.9165	0.9053	0.9165
271300	5861635	186	16	19.024593	0.9443	0.936	0.8999	0.9443
275733	58074	178	10	21.881103	0.9882	0.9647	0.9529	0.9882
278949	40348	196	12	24.880203	1	0.9944	1	1
278949	849002	188	16	23.232176	0.9609	0.9442	0.9318	0.9609
280052	83450	164	11	22.82512	0.9252	0.9377	0.8628	0.9377
280052	325847	179	11	12.462949	0.8763	0.8471	0.8412	0.8763
299104	46076	200	6	5.118133	0.7787	0.7107	0.7295	0.7787
299104	58108	200	9	9.436247	0.9073	0.8645	0.8215	0.9073
299104	312035	200	6	4.72939	0.7	0.6642	0.6785	0.7
300332	85489	200	5	10.500182	0.8465	0.8333	0.689	0.8465
301161	849002	180	16	27.268891	0.9351	0.9351	0.9264	0.9351
303829	789236	279	16	28.901195	1	0.9926	0.9741	1
312651	49870	184	13	22.289205	0.9665	0.9555	0.9387	0.9665
312651	5861635	187	17	22.551089	0.9776	0.972	0.9029	0.9776
312807	449927	277	7	16.34671	0.9618	0.9578	0.8868	0.9618
316970	85489	200	9	9.31842	0.8502	0.8502	0.8366	0.8502
319115	472203	277	15	13.272473	0.9732	0.9348	0.9502	0.9732
324745	61792	200	6	2.943728	0.6999	0.6784	0.8643	0.8643
324745	85489	200	7	7.537932	0.8644	0.8143	0.9144	0.9144
325847	8564	184	9	17.069471	0.9292	0.9176	0.8707	0.9292
325847	5861635	181	15	15.542789	0.9411	0.8824	0.9057	0.9411
332386	61792	200	8	4.989915	0.8399	0.8399	0.6734	0.8399
332386	85489	200	7	7.637073	0.8335	0.86	0.8199	0.86
344007	47793	264	9	18.789578	0.9732	0.9656	0.9117	0.9732
344007	789236	283	14	24.048275	0.9713	0.9785	0.982	0.982
364836	71892	181	14	12.020263	0.8691	0.8768	0.8119	0.8768
378028	5841153	284	3	7.917506	0.667	0.589	0.5929	0.667
406522	85489	200	7	7.192182	0.8716	0.8501	0.8858	0.8858
415500	454516	182	12	18.515327	0.9667	0.9721	0.8974	0.9721
415500	5861635	186	14	16.567769	0.961	0.95	0.9331	0.961
418948	71432	241	12	24.296459	0.9567	0.9654	0.9307	0.9654
418948	789236	284	16	25.554202	0.9784	0.9856	0.9661	0.9856
421943	789236	271	16	23.507444	0.9741	0.9741	0.9704	0.9741
449927	789236	280	14	20.396345	0.963	0.9704	0.9778	0.9778
458776	8564	192	7	23.53972	0.9442	0.9387	0.8276	0.9442
458776	81066	189	7	23.041299	0.9443	0.9499	0.9083	0.9499
458776	849002	186	14	25.059444	0.9609	0.9526	0.9219	0.9609
458776	5861635	189	13	22.064432	0.9609	0.9443	0.9219	0.9609
463854	58074	177	9	18.121832	0.9882	0.9705	0.9352	0.9882
472203	57037	273	10	17.864909	0.9732	0.9694	0.929	0.9732
472203	71432	236	13	16.939539	0.9592	0.9502	0.9454	0.9592
472203	789236	279	17	20.809081	0.9741	0.9593	0.9778	0.9778
474717	849002	182	17	28.053523	0.9888	0.9888	0.9442	0.9888
520393	849002	183	16	21.303591	0.9721	0.9609	0.9498	0.9721
535947	57037	272	8	24.040567	0.9655	0.9484	0.9232	0.9655
592118	68416	259	3	12.131505	0.796	0.764	0.6374	0.796
1155181	2597	275	12	12.186778	0.9578	0.9616	0.9291	0.9616
1155181	5560	269	14	21.014174	0.981	0.9809	0.96	0.981
1155181	29965	274	12	14.694333	0.9694	0.9655	0.9406	0.9694
1155181	40392	238	14	24.871264	1	0.9784	0.9979	1
1155181	138526	277	13	12.020397	0.9657	0.9579	0.8907	0.9657
1155181	789236	279	16	21.04015	0.9704	0.9741	0.9539	0.9741
5823851	789236	285	17	26.625303	0.982	0.9749	0.982	0.982
5838985	789236	278	15	25.414314	0.9963	1	0.9704	1
5861635	60741	192	6	9.792075	0.9055	0.7445	0.9555	0.9555
5861635	72031	182	17	18.055396	0.9705	0.9823	0.8941	0.9823
5861635	849002	185	19	20.011387	0.9497	0.9609	0.9053	0.9609

Dmitry Davidov, Evgeniy Gabrilovich, and Shaul Markovitch
"Parameterized Generation of Labeled Datasets for Text Categorization Based on a Hierarchical Directory"
The 27th Annual International ACM SIGIR Conference, pp. 250-257, Sheffield, UK, July 2004
[Abstract / PDF]
Evgeniy Gabrilovich and Shaul Markovitch
"Text Categorization with Many Redundant Features: Using Aggressive Feature Selection to Make SVMs Competitive with C4.5"
The 21st International Conference on Machine Learning (ICML), pp. 321-328, Banff, Alberta, Canada, July 2004
[Abstract / PDF]

Additional publications

If you are using this test collection and want your article(s) listed here, please email me at gabr@cs.technion.ac.il.

Sugiyama, M., Ide, T., Nakajima, S., & Sese, J.
Semi-supervised local Fisher discriminant analysis for dimensionality reduction Machine Learning, 2010.

Evgeniy Gabrilovich
gabr@cs.technion.ac.il

Last updated on August 24, 2011