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notes_from_running.txt
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notes_from_running.txt
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Predicting last value, Using All Features
alpha = 0.00000000001 -->
-------
3995.81957578
24988
-------
3995.79544851
24989
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3995.77132344
24990
-------
3995.74720054
24991
-------
3995.72307983
24992
-------
3995.69896131
24993
-------
3995.67484497
24994
-------
Predicting Last Value, Using 20 most variance features (alpha as above)-->
-------
1960.2033542
24996
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1960.18756796
24997
-------
1960.17178275
24998
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1960.15599857
24999
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1960.14021542
25000
-------
------------------------------------------------------------------------------------------------
Top 20 variance, alpha = 0.00000000001, stopped after 100000 -->
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1497.61049455
99996
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1497.60679745
99997
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1497.60310039
99998
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1497.59940337
99999
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1497.5957064
100000
-------
Accuracy on first 10:
True --> [568.57, 185.86, 56.29, 98.14, 454.71, 50.0, 734.86, 690.14, 410.14, 703.86]
Predicted --> [608.8160984148672, 300.3261883534028, 15.022187038907997, 48.79048324066497, 145.68412537646716, 77.11380123964334, 110.67038149663531, 38.39007827447686, 428.0712348836549, 126.9272124737573]
---------------------------------------------------------------------------------------
Stopped after XXX, alpha=0.000000000001, taking top 20 only -->
1220.27067752
824991
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1220.27068925
824992
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1220.27070099
824993
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1220.27071273
824994
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1220.27072447
824995
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1220.2707362
824996
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