Results.csv

,Actual Values,Predicted Values (regression),Predicted Values (Possion),Predict Values (Decision tree),Difference (regession),Difference (possion),Difference (decision tree),Difference lasso,Difference ridge,Difference SVR
0,401.0331352,403.97223423550486,409.0102542064897,392.2852442,-2.939099035504853,-7.9771190064897155,8.747890999999981,-4.329848941309876,-3.241922883869904,-4.529647210147061
1,534.7771881,542.4147700540457,537.436659585136,534.7714849,-7.637581954045686,-2.6594714851360095,0.0057031999999708205,-6.8963616353033785,-7.520608960957475,-3.949123933480678
2,418.6027421,427.5251275923704,429.320473558883,465.8893127,-8.922385492370381,-10.717731458883009,-47.286570600000005,-10.990041294974503,-9.147107023548756,-28.438400336619566
3,503.9783791,501.5296801604784,494.90458447953006,518.064558,2.4486989395215915,9.073794620469926,-14.08617890000005,2.6816152849671653,2.441034123859936,2.40712467504045
4,410.0696111,410.2204519676593,414.15778808687946,441.8966315,-0.15084086765932625,-4.088176986879489,-31.827020400000038,-2.214631954072047,-0.42930500011516415,-18.96888259064326
5,557.6082621,569.7598075641977,567.9173067205911,543.3401663,-12.151545464197625,-10.309044620591067,14.268095800000083,-10.129004192022421,-11.977225302963006,11.390936454985649
6,538.9419745,531.5759398434263,523.7894544567897,505.7711403,7.3660346565736745,15.152520043210302,33.1708342,8.309160071267797,7.480234037710943,15.01798363276248
7,514.3365583,506.3392257805267,500.4190826176654,487.6462317,7.997332519473275,13.917475682334555,26.69032659999999,8.301883114002521,8.008020128434964,13.462134012134413
8,408.6201878,408.53010570045626,411.6417149690501,409.0704721,0.0900820995437357,-3.0215271690501027,-0.4502843000000212,-1.4955316612665115,-0.18466949560905732,-11.740504867855805
9,475.0154071,474.14119443463005,469.53346014377064,425.745092,0.8742126653699529,5.481946956229365,49.270315100000005,0.4786628747918371,0.793529666164261,0.955003373107445
10,427.1993849,441.27367712337264,439.7094240198902,416.3583536,-14.074292223372652,-12.510039119890223,10.841031299999997,-15.616602371523697,-14.25192562626654,-32.88465696004374
11,434.0216998,425.0954856231856,424.7677911648902,413.3717831,8.926214176814426,9.253908635109838,20.649916700000006,8.365592082006458,8.701176773038867,13.305872816290957
12,411.1869636,424.46930117280954,423.76379102809597,456.4695101,-13.282337572809524,-12.576827428095953,-45.28254649999997,-15.327822477144196,-13.48604607309801,-43.457017253347544
13,533.5149353,527.8494541634627,521.5014330390562,562.0820454,5.665481136537323,12.013502260943824,-28.567110099999923,6.034726596821088,5.768038277134224,8.473471477284079
14,447.3690272,431.3319049699544,430.9499950514045,413.2959992,16.03712223004561,16.419032148595477,34.07302800000002,15.114437764965828,15.821969804426203,13.000060046791532
15,407.542168,423.75613451887193,423.3510917198681,414.9350607,-16.213966518871928,-15.808923719868119,-7.392892700000004,-17.84357236274394,-16.41972790871381,-34.47286052111758
16,573.8474377,575.3917723511149,573.10128351063,573.4158673,-1.544334651114923,0.7461541893700314,0.4315704000000551,-0.1669735051900716,-1.3250961665817158,4.944231872762089
17,497.5866713,484.469759220734,477.892171465493,484.5198091,13.116912079266001,19.694499834506985,13.066862200000003,12.60336689854256,13.0805550173788,2.1544763087208594
18,466.4211988,457.913603849541,453.0311204797613,456.4695101,8.507594950459008,13.390078320238729,9.951688700000034,8.406362299567093,8.382730763369239,12.265253947746942
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21,510.5014785,513.4792355479085,506.18080556594555,506.42386,-2.977757047908483,4.320672934054471,4.077618500000028,-2.2146217162715516,-2.9307747926073375,7.666803055417063
22,511.97986,507.17061481664086,500.807647069058,475.2634237,4.80924518335911,11.172212930941953,36.7164363,5.204709417270408,4.813195386745804,7.597042752663526
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29,330.594446,325.3721495776583,348.4796727738475,282.4712457,5.222296422341685,-17.885226773847478,48.12320030000001,1.3344659360895434,4.719853728430223,-36.607381535878176
30,535.3216101,533.0047866424304,527.2531513239348,574.7472197,2.316823457569626,8.0684587760652,-39.425609599999916,2.5983260045682073,2.425713604754037,1.1172682413292705
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32,499.1401524,500.89859532749415,494.43601045241155,502.0925279,-1.7584429274941726,4.704141947588425,-2.9523755000000165,-1.7785192539498098,-1.754389018612585,-3.7832256334347676
33,298.7620079,305.0509390642219,333.75024939616316,266.0863409,-6.288931164221879,-34.98824149616314,32.67566700000003,-9.63947127611965,-6.8550801426166,-36.781585163504474
34,487.5475049,505.90122736867534,500.15285720720254,507.4418323,-18.353722468675358,-12.605352307202565,-19.89432740000001,-18.460143304941482,-18.337344576412704,-20.40954245674277
35,498.6355985,483.43150335403766,476.85483227729407,462.6565189,15.204095145962356,21.78076622270595,35.979079600000034,14.520477933686834,15.170947354332611,1.5297799786241626
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37,444.9665517,437.68888062083397,435.242796698995,456.4695101,7.277671079166055,9.723755001005031,-11.502958399999955,5.941022556187079,7.105789682035208,-9.895748114007745
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39,483.1597208,470.9599196483978,466.20123496104156,469.3108615,12.19980115160223,16.95848583895844,13.848859300000015,11.720820456984882,12.10935760940896,8.892631922910766
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41,439.0747667,444.3720932689848,439.96746882046966,427.3565308,-5.297326568984829,-0.8927021204696644,11.718235900000025,-4.812209800967651,-5.4709508714211665,8.860472380138162
42,515.5024797,508.5063388717049,501.59803868247553,505.7711403,6.996140828295097,13.904441017524448,9.731339399999968,7.000862436675902,7.027876031751134,2.313527874122883
43,485.9231305,500.89377262481753,494.9226403153582,490.6004425,-14.970642124817516,-8.99950981535818,-4.677311999999972,-15.159301859868549,-14.973675313159504,-20.152641071060714
44,491.0732237,488.5459046574806,482.541971198102,476.1392469,2.527319042519423,8.531252501898052,14.933976800000039,3.5571897087900766,2.464807149837327,24.111907039973687
45,544.7798637,535.4584474706558,530.2611661976099,558.9481124,9.321416229344209,14.518697502390069,-14.16824870000005,9.080307389418408,9.438321105409727,-3.3177365380538504
46,587.951054,595.4209301006208,597.0506877148221,581.3089329,-7.469876100620809,-9.099633714822062,6.642121100000054,-3.5199856364780544,-7.221852018182403,52.825521100716514
47,522.3374046,514.0172813600807,507.3452569587603,506.42386,8.320123239919326,14.99214764123974,15.913544600000023,8.932746312781433,8.363519825150775,17.203924448300143
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