Initial upload of the dataset
Browse files- .DS_Store +0 -0
- gpt_metrics.csv +31 -0
- log.txt +0 -0
- metrics.csv +61 -0
- stat_df.csv +33 -0
- url_classifier.bin +3 -0
- url_test_initial.parquet +3 -0
- url_train_initial.parquet +3 -0
- weighted_url_recall_precision_plot.png +3 -0
- xgb_metadata_model.json +0 -0
.DS_Store
ADDED
Binary file (6.15 kB). View file
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gpt_metrics.csv
ADDED
@@ -0,0 +1,31 @@
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1 |
+
Iteration,size,url_acc, word_acc, xgb_acc, url_recall, word_recall, xgb_recall, url_precision, word_precision, xgb_precision
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2 |
+
1,112,0.125,0,0.6160714285714286,0.125,0,0.6160714285714286,0.015625,0,0.8065807212672732
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3 |
+
2,106,0.16981132075471697,0,0.7641509433962265,0.16981132075471697,0,0.7641509433962265,0.02883588465646137,0,0.8513420143502524
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4 |
+
3,130,0.2153846153846154,0,0.7461538461538462,0.2153846153846154,0,0.7461538461538462,0.8455481526347668,0,0.8385709818636649
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5 |
+
4,117,0.1794871794871795,0,0.6923076923076923,0.1794871794871795,0,0.6923076923076923,0.8704453441295547,0,0.8224175824175823
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6 |
+
5,128,0.1171875,0,0.65625,0.1171875,0,0.65625,0.9026820866141733,0,0.9036458333333334
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7 |
+
1,149,0.08053691275167785,0,0.8187919463087249,0.08053691275167785,0,0.8187919463087249,0.00648619431557137,0,0.9263427023935676
|
8 |
+
2,167,0.1497005988023952,0,0.7844311377245509,0.1497005988023952,0,0.7844311377245509,0.8996541079332019,0,0.8929969847538965
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9 |
+
3,152,0.25,0,0.75,0.25,0,0.75,0.9395161290322581,0,0.9382690730106645
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10 |
+
4,139,0.302158273381295,0,0.7913669064748201,0.302158273381295,0,0.7913669064748201,0.8813169647768024,0,0.9220396704040451
|
11 |
+
5,152,0.3223684210526316,0,0.7894736842105263,0.3223684210526316,0,0.7894736842105263,0.8591873337868762,0,0.8943609022556391
|
12 |
+
1,145,0.15172413793103448,0,0.8068965517241379,0.15172413793103448,0,0.8068965517241379,0.023020214030915576,0,0.8723645320197043
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13 |
+
2,121,0.11570247933884298,0,0.768595041322314,0.11570247933884298,0,0.768595041322314,0.9042011019283747,0,0.9147349324732917
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14 |
+
3,127,0.14173228346456693,0,0.8267716535433071,0.14173228346456693,0,0.8267716535433071,0.020088040176080353,0,0.9120308069119982
|
15 |
+
4,124,0.0967741935483871,0,0.8145161290322581,0.0967741935483871,0,0.8145161290322581,0.009365244536940686,0,0.936405529953917
|
16 |
+
5,122,0.11475409836065574,0,0.8524590163934426,0.11475409836065574,0,0.8524590163934426,0.9048909361875085,0,0.938127974616605
|
17 |
+
1,141,0.1347517730496454,0,0.7659574468085106,0.1347517730496454,0,0.7659574468085106,0.01815804034002314,0,0.8847947806611811
|
18 |
+
2,137,0.08759124087591241,0,0.7153284671532847,0.08759124087591241,0,0.7153284671532847,0.007672225478182109,0,0.9107694431502477
|
19 |
+
3,145,0.1724137931034483,0,0.8,0.1724137931034483,0,0.8,0.02972651605231867,0,0.8894736842105262
|
20 |
+
4,136,0.10294117647058823,0,0.7720588235294118,0.10294117647058823,0,0.7720588235294118,0.9136165577342048,0,0.9221012873234401
|
21 |
+
5,148,0.1891891891891892,0,0.8175675675675675,0.1891891891891892,0,0.8175675675675675,0.8743814236771983,0,0.9008863232164204
|
22 |
+
1,108,0.10185185185185185,0,0.6944444444444444,0.10185185185185185,0,0.6944444444444444,0.010373799725651577,0,0.9087902837902838
|
23 |
+
2,145,0.11724137931034483,0,0.7172413793103448,0.11724137931034483,0,0.7172413793103448,0.9420085577649131,0,0.9386064699608959
|
24 |
+
3,152,0.09210526315789473,0,0.7697368421052632,0.09210526315789473,0,0.7697368421052632,0.9329742140586366,0,0.9354897660818713
|
25 |
+
4,139,0.07913669064748201,0,0.7266187050359713,0.07913669064748201,0,0.7266187050359713,0.9458315700380872,0,0.9312361598203027
|
26 |
+
5,120,0.11666666666666667,0,0.7833333333333333,0.11666666666666667,0,0.7833333333333333,0.9238505747126436,0,0.9398148148148148
|
27 |
+
1,118,0.06779661016949153,0,0.6864406779661016,0.06779661016949153,0,0.6864406779661016,0.004596380350474002,0,0.9442561205273069
|
28 |
+
2,119,0.07563025210084033,0,0.7394957983193278,0.07563025210084033,0,0.7394957983193278,0.9521877716603883,0,0.9454781912765107
|
29 |
+
3,130,0.09230769230769231,0,0.7230769230769231,0.09230769230769231,0,0.7230769230769231,0.9290865384615384,0,0.9280777362172712
|
30 |
+
4,110,0.09090909090909091,0,0.6545454545454545,0.09090909090909091,0,0.6545454545454545,0.008264462809917356,0,0.928030303030303
|
31 |
+
5,116,0.09482758620689655,0,0.7068965517241379,0.09482758620689655,0,0.7068965517241379,0.9212893553223388,0,0.919917454400213
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log.txt
ADDED
The diff for this file is too large to render.
See raw diff
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metrics.csv
ADDED
@@ -0,0 +1,61 @@
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1 |
+
Iteration,url_acc, word_acc, xgb_acc, url_recall, word_recall, xgb_recall, url_precision, word_precision, xgb_precision
|
2 |
+
1,0.8141828845641162,0,0.94125,0.8141828845641162,0,0.94125,0.8423054407826532,0,0.9413493035933087
|
3 |
+
1,0.8147605083088955,0,0.9359375,0.8147605083088955,0,0.9359375,0.8422366940886461,0,0.9359662805864919
|
4 |
+
2,0.8147605083088955,0,0.9359375,0.8147605083088955,0,0.9359375,0.8422366940886461,0,0.9359662805864919
|
5 |
+
2,0.8113391984359726,0,0.9365625,0.8113391984359726,0,0.9365625,0.839809495989219,0,0.9370420512194826
|
6 |
+
3,0.8113391984359726,0,0.9365625,0.8113391984359726,0,0.9365625,0.839809495989219,0,0.9370420512194826
|
7 |
+
3,0.8022749489025149,0,0.93125,0.8022749489025149,0,0.93125,0.8327789884141179,0,0.9319850495608936
|
8 |
+
4,0.8022749489025149,0,0.93125,0.8022749489025149,0,0.93125,0.8327789884141179,0,0.9319850495608936
|
9 |
+
4,0.8028970052430463,0,0.9246875,0.8028970052430463,0,0.9246875,0.833163345788447,0,0.9258334243987042
|
10 |
+
5,0.8028970052430463,0,0.9246875,0.8028970052430463,0,0.9246875,0.833163345788447,0,0.9258334243987042
|
11 |
+
5,0.8029858704345508,0,0.918125,0.8029858704345508,0,0.918125,0.8329461012687229,0,0.9195731830646716
|
12 |
+
1,0.8029858704345508,0,0.918125,0.8029858704345508,0,0.918125,0.8329461012687229,0,0.9195731830646716
|
13 |
+
1,0.8023638140940194,0,0.920625,0.8023638140940194,0,0.920625,0.832558981459087,0,0.9228475926589135
|
14 |
+
2,0.8023638140940194,0,0.920625,0.8023638140940194,0,0.920625,0.832558981459087,0,0.9228475926589135
|
15 |
+
2,0.8023638140940194,0,0.909375,0.8023638140940194,0,0.909375,0.8324631976473581,0,0.9131032568934634
|
16 |
+
3,0.8023638140940194,0,0.909375,0.8023638140940194,0,0.909375,0.8324631976473581,0,0.9131032568934634
|
17 |
+
3,0.8020527859237536,0,0.9153125,0.8020527859237536,0,0.9153125,0.8323176287303288,0,0.9186566837996166
|
18 |
+
4,0.8020527859237536,0,0.9153125,0.8020527859237536,0,0.9153125,0.8323176287303288,0,0.9186566837996166
|
19 |
+
4,0.8037856571580911,0,0.908125,0.8037856571580911,0,0.908125,0.8330052154405715,0,0.9118418729029492
|
20 |
+
5,0.8037856571580911,0,0.908125,0.8037856571580911,0,0.908125,0.8330052154405715,0,0.9118418729029492
|
21 |
+
5,0.8103172487336711,0,0.9059375,0.8103172487336711,0,0.9059375,0.8379879027310199,0,0.9105174961751004
|
22 |
+
1,0.8103172487336711,0,0.9059375,0.8103172487336711,0,0.9059375,0.8379879027310199,0,0.9105174961751004
|
23 |
+
1,0.8028081400515418,0,0.9053125,0.8028081400515418,0,0.9053125,0.8321471367834621,0,0.9109256480415487
|
24 |
+
2,0.8028081400515418,0,0.9053125,0.8028081400515418,0,0.9053125,0.8321471367834621,0,0.9109256480415487
|
25 |
+
2,0.8022305163067627,0,0.9046875,0.8022305163067627,0,0.9046875,0.8315998446119166,0,0.9098167731359567
|
26 |
+
3,0.8022305163067627,0,0.9046875,0.8022305163067627,0,0.9046875,0.8315998446119166,0,0.9098167731359567
|
27 |
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3,0.8043632809028703,0,0.9003125,0.8043632809028703,0,0.9003125,0.8326341941343329,0,0.9083885429638855
|
28 |
+
4,0.8043632809028703,0,0.9003125,0.8043632809028703,0,0.9003125,0.8326341941343329,0,0.9083885429638855
|
29 |
+
4,0.8171598684795166,0,0.8959375,0.8171598684795166,0,0.8959375,0.8416156060978013,0,0.9036383199948709
|
30 |
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5,0.8171598684795166,0,0.8959375,0.8171598684795166,0,0.8959375,0.8416156060978013,0,0.9036383199948709
|
31 |
+
5,0.8033413312005687,0,0.8903125,0.8033413312005687,0,0.8903125,0.831371493303535,0,0.8987690519776622
|
32 |
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1,0.8033413312005687,0,0.8903125,0.8033413312005687,0,0.8903125,0.831371493303535,0,0.8987690519776622
|
33 |
+
1,0.8034746289878255,0,0.89375,0.8034746289878255,0,0.89375,0.8311178876477826,0,0.9023560180166084
|
34 |
+
2,0.8034746289878255,0,0.89375,0.8034746289878255,0,0.89375,0.8311178876477826,0,0.9023560180166084
|
35 |
+
2,0.803208033413312,0,0.888125,0.803208033413312,0,0.888125,0.8307251675666736,0,0.8989874328596028
|
36 |
+
3,0.803208033413312,0,0.888125,0.803208033413312,0,0.888125,0.8307251675666736,0,0.8989874328596028
|
37 |
+
3,0.8030747356260552,0,0.8840625,0.8030747356260552,0,0.8840625,0.8304393762459689,0,0.8950639507761247
|
38 |
+
4,0.8030747356260552,0,0.8840625,0.8030747356260552,0,0.8840625,0.8304393762459689,0,0.8950639507761247
|
39 |
+
4,0.8167599751177463,0,0.8884375,0.8167599751177463,0,0.8884375,0.8406189020551436,0,0.8997364569376828
|
40 |
+
5,0.8167599751177463,0,0.8884375,0.8167599751177463,0,0.8884375,0.8406189020551436,0,0.8997364569376828
|
41 |
+
5,0.8035634941793299,0,0.879375,0.8035634941793299,0,0.879375,0.8305676066866956,0,0.891537753237685
|
42 |
+
1,0.8035634941793299,0,0.879375,0.8035634941793299,0,0.879375,0.8305676066866956,0,0.891537753237685
|
43 |
+
1,0.8160934861814627,0,0.88,0.8160934861814627,0,0.88,0.8397889483105608,0,0.8940382275408743
|
44 |
+
2,0.8160934861814627,0,0.88,0.8160934861814627,0,0.88,0.8397889483105608,0,0.8940382275408743
|
45 |
+
2,0.804496578690127,0,0.871875,0.804496578690127,0,0.871875,0.8304577345613424,0,0.8858024691358025
|
46 |
+
3,0.804496578690127,0,0.871875,0.804496578690127,0,0.871875,0.8304577345613424,0,0.8858024691358025
|
47 |
+
3,0.8121834177552653,0,0.871875,0.8121834177552653,0,0.871875,0.8362763673969285,0,0.8852385646464304
|
48 |
+
4,0.8121834177552653,0,0.871875,0.8121834177552653,0,0.871875,0.8362763673969285,0,0.8852385646464304
|
49 |
+
4,0.8038300897538434,0,0.86875,0.8038300897538434,0,0.86875,0.8291482590456779,0,0.8851332054995715
|
50 |
+
5,0.8038300897538434,0,0.86875,0.8038300897538434,0,0.86875,0.8291482590456779,0,0.8851332054995715
|
51 |
+
5,0.8100950857549098,0,0.8640625,0.8100950857549098,0,0.8640625,0.8337280426997001,0,0.8811737780251682
|
52 |
+
1,0.8100950857549098,0,0.8640625,0.8100950857549098,0,0.8640625,0.8337280426997001,0,0.8811737780251682
|
53 |
+
1,0.8148938060961521,0,0.8715625,0.8148938060961521,0,0.8715625,0.8374148165227092,0,0.8890262850402789
|
54 |
+
2,0.8148938060961521,0,0.8715625,0.8148938060961521,0,0.8715625,0.8374148165227092,0,0.8890262850402789
|
55 |
+
2,0.8042299831156137,0,0.87125,0.8042299831156137,0,0.87125,0.8282399552359673,0,0.8873296263149401
|
56 |
+
3,0.8042299831156137,0,0.87125,0.8042299831156137,0,0.87125,0.8282399552359673,0,0.8873296263149401
|
57 |
+
3,0.8078734559672976,0,0.8628125,0.8078734559672976,0,0.8628125,0.8305797754081558,0,0.8827301665791017
|
58 |
+
4,0.8078734559672976,0,0.8628125,0.8078734559672976,0,0.8628125,0.8305797754081558,0,0.8827301665791017
|
59 |
+
4,0.8066293432862348,0,0.8646875,0.8066293432862348,0,0.8646875,0.8289214616902599,0,0.8833470682941672
|
60 |
+
5,0.8066293432862348,0,0.8646875,0.8066293432862348,0,0.8646875,0.8289214616902599,0,0.8833470682941672
|
61 |
+
5,0.8136941260108416,0,0.8571875,0.8136941260108416,0,0.8571875,0.8347731525145572,0,0.8806208065215029
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stat_df.csv
ADDED
@@ -0,0 +1,33 @@
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1 |
+
batch_size,math_urls,math_percentage,minibatch_size,metadata_extracted,pdf_extracted,gpt_positives,gpt_negatives
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2 |
+
0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
|
3 |
+
2500000.0,9605.0,0.003842,1200.0,528.0,112.0,14.0,98.0
|
4 |
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2500000.0,9605.0,0.003842,1200.0,514.0,106.0,18.0,88.0
|
5 |
+
2500000.0,9605.0,0.003842,1200.0,558.0,130.0,25.0,105.0
|
6 |
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2500000.0,9605.0,0.003842,1200.0,512.0,117.0,18.0,99.0
|
7 |
+
2500000.0,9605.0,0.003842,1200.0,545.0,128.0,14.0,114.0
|
8 |
+
2500000.0,13983.0,0.0055932,1200.0,565.0,149.0,12.0,137.0
|
9 |
+
2500000.0,13983.0,0.0055932,1200.0,580.0,167.0,19.0,148.0
|
10 |
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2500000.0,14482.0,0.0057928,1200.0,590.0,145.0,22.0,123.0
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2500000.0,14482.0,0.0057928,1200.0,566.0,121.0,13.0,108.0
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2500000.0,18319.0,0.0073276,1200.0,562.0,137.0,12.0,125.0
|
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2500000.0,18319.0,0.0073276,1200.0,603.0,145.0,25.0,120.0
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21 |
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2500000.0,18319.0,0.0073276,1200.0,571.0,148.0,22.0,126.0
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23 |
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2500000.0,25684.0,0.0102736,1200.0,546.0,108.0,11.0,97.0
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24 |
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2500000.0,25684.0,0.0102736,1200.0,589.0,145.0,9.0,136.0
|
25 |
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2500000.0,25684.0,0.0102736,1200.0,568.0,152.0,11.0,141.0
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|
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2500000.0,34343.0,0.0137372,1200.0,574.0,118.0,8.0,110.0
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29 |
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2500000.0,34343.0,0.0137372,1200.0,595.0,119.0,6.0,113.0
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30 |
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2500000.0,34343.0,0.0137372,1200.0,549.0,130.0,10.0,120.0
|
31 |
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2500000.0,34343.0,0.0137372,1200.0,575.0,110.0,10.0,100.0
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32 |
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2500000.0,34343.0,0.0137372,1200.0,551.0,116.0,10.0,106.0
|
33 |
+
2500000.0,46295.0,0.018518,,,,,
|
url_classifier.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
+
oid sha256:2a56f41aa646c02ee83f41bf5a4acaf5c62076f200291983f6efdfacde4f19af
|
3 |
+
size 518392430
|
url_test_initial.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
+
oid sha256:f59467a8909a2801092a9afe87f231a7c041e11d6cdadd2acb75a9536903e717
|
3 |
+
size 1163777
|
url_train_initial.parquet
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:30533291203843490915691c69d14cb5960ea4bf9fa0140fff2648de22e348d9
|
3 |
+
size 4187652
|
weighted_url_recall_precision_plot.png
ADDED
![]() |
Git LFS Details
|
xgb_metadata_model.json
ADDED
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|
|