in plot-base/src/jvmTest/kotlin/org/jetbrains/letsPlot/core/plot/base/stat/regression/LinearRegressionTest.kt [43:604]
fun test() {
run {
val inX = listOf(
0.0,
1.0,
2.0,
3.0,
4.0,
5.0,
6.0,
7.0,
8.0,
9.0,
10.0,
11.0,
12.0,
13.0,
14.0,
15.0,
16.0,
17.0,
18.0,
19.0
)
val inY = listOf(
0.13972724528697236,
0.8772473579051785,
0.873936314504721,
0.9611620535197403,
0.07350102496231047,
0.309550491862621,
0.8031170712554961,
0.7272439730837795,
0.11326843063265735,
0.46217396211862355,
0.8710152682353185,
0.14773472716407535,
0.19126325758077833,
0.593076150747026,
0.467443202483841,
0.06468187700571001,
0.9218609008382694,
0.8420157670929777,
0.5758689492802809,
0.5929816359280029
)
val actX = listOf(0.0, 1.9, 3.8, 5.699999999999999, 7.6, 9.5, 11.4, 13.3, 15.200000000000001, 17.1)
val actY = listOf(
EvalResult(
y = 0.5291238314870899,
ymin = 0.22851045676733928,
ymax = 0.8297372062068404,
se = 0.14308640157121702
),
EvalResult(
y = 0.5293877618045557,
ymin = 0.2713285434727036,
ymax = 0.7874469801364079,
se = 0.1228314108705549
),
EvalResult(
y = 0.5296516921220215,
ymin = 0.31032591838351153,
ymax = 0.7489774658605314,
se = 0.10439500825711083
),
EvalResult(
y = 0.5299156224394873,
ymin = 0.3431106288224919,
ymax = 0.7167206160564827,
se = 0.08891571892670648
),
EvalResult(
y = 0.5301795527569532,
ymin = 0.365949555470235,
ymax = 0.6944095500436713,
se = 0.07817043856985559
),
EvalResult(
y = 0.530443483074419,
ymin = 0.3744628620612771,
ymax = 0.6864241040875609,
se = 0.07424388817171237
),
EvalResult(
y = 0.5307074133918848,
ymin = 0.3664774161051666,
ymax = 0.6949374106786029,
se = 0.07817043856985559
),
EvalResult(
y = 0.5309713437093506,
ymin = 0.3441663500923552,
ymax = 0.717776337326346,
se = 0.08891571892670648
),
EvalResult(
y = 0.5312352740268165,
ymin = 0.31190950028830655,
ymax = 0.7505610477653264,
se = 0.10439500825711083
),
EvalResult(
y = 0.5314992043442822,
ymin = 0.27343998601243,
ymax = 0.7895584226761344,
se = 0.12283141087055492
)
)
assertRegression(inX, inY, actX, actY)
}
run {
val inX = listOf(
0.0,
1.0,
2.0,
3.0,
4.0,
5.0,
6.0,
7.0,
8.0,
9.0,
10.0,
11.0,
12.0,
13.0,
14.0,
15.0,
16.0,
17.0,
18.0,
19.0
)
val inY = listOf(
1.405875171822729E-4,
8.773701104246436E-4,
8.740623780642788E-4,
9.612008914274215E-4,
7.442752301177569E-5,
3.102409406809994E-4,
8.033139539875547E-4,
7.275167288382125E-4,
1.1415516131617985E-4,
4.627117876192168E-4,
8.711442528382276E-4,
1.4858699158549826E-4,
1.9207199351526958E-4,
5.934830741897622E-4,
4.67975758749333E-4,
6.56171941943215E-5,
9.219390398593703E-4,
8.421737511680586E-4,
5.762930799072937E-4,
5.933886538854637E-4
)
val actX = listOf(0.0, 1.9, 3.8, 5.699999999999999, 7.6, 9.5, 11.4, 13.3, 15.200000000000001, 17.1)
val actY = listOf(
EvalResult(
y = 5.295947071851976E-4,
ymin = 2.29281945539854E-4,
ymax = 8.299074688305413E-4,
se = 1.4294331531258914E-4
),
EvalResult(
y = 5.298583735726097E-4,
ymin = 2.720572142012882E-4,
ymax = 7.876595329439312E-4,
se = 1.2270857958239295E-4
),
EvalResult(
y = 5.301220399600217E-4,
ymin = 3.110155917761438E-4,
ymax = 7.492284881438995E-4,
se = 1.0429061335314435E-4
),
EvalResult(
y = 5.303857063474337E-4,
ymin = 3.437675175374371E-4,
ymax = 7.170038951574304E-4,
se = 8.88268032966066E-5
),
EvalResult(
y = 5.306493727348458E-4,
ymin = 3.6658360528134856E-4,
ymax = 6.947151401883431E-4,
se = 7.809226820937802E-5
),
EvalResult(
y = 5.309130391222578E-4,
ymin = 3.750883985743044E-4,
ymax = 6.867376796702112E-4,
se = 7.416964435771032E-5
),
EvalResult(
y = 5.311767055096698E-4,
ymin = 3.671109380561726E-4,
ymax = 6.952424729631671E-4,
se = 7.809226820937802E-5
),
EvalResult(
y = 5.314403718970818E-4,
ymin = 3.4482218308708515E-4,
ymax = 7.180585607070785E-4,
se = 8.88268032966066E-5
),
EvalResult(
y = 5.317040382844939E-4,
ymin = 3.12597590100616E-4,
ymax = 7.508104864683717E-4,
se = 1.0429061335314435E-4
),
EvalResult(
y = 5.31967704671906E-4,
ymin = 2.7416654530058437E-4,
ymax = 7.897688640432275E-4,
se = 1.2270857958239298E-4
)
)
assertRegression(inX, inY, actX, actY)
}
run {
val inX = listOf(
0.0,
1.0,
2.0,
3.0,
4.0,
5.0,
6.0,
7.0,
8.0,
9.0,
10.0,
11.0,
12.0,
13.0,
14.0,
15.0,
16.0,
17.0,
18.0,
19.0
)
val inY = listOf(
0.1405875171822729,
0.8773701104246435,
0.8740623780642786,
0.9612008914274214,
0.07442752301177569,
0.31024094068099933,
0.8033139539875546,
0.7275167288382125,
0.11415516131617985,
0.46271178761921666,
0.8711442528382275,
0.14858699158549826,
0.19207199351526955,
0.5934830741897621,
0.4679757587493329,
0.0656171941943215,
0.9219390398593702,
0.8421737511680585,
0.5762930799072936,
0.5933886538854636
)
val actX = listOf(0.0, 1.9, 3.8, 5.699999999999999, 7.6, 9.5, 11.4, 13.3, 15.200000000000001, 17.1)
val actY = listOf(
EvalResult(
y = 0.5295947071851975,
ymin = 0.22928194553985393,
ymax = 0.8299074688305411,
se = 0.1429433153125891
),
EvalResult(
y = 0.5298583735726096,
ymin = 0.27205721420128814,
ymax = 0.787659532943931,
se = 0.1227085795823929
),
EvalResult(
y = 0.5301220399600216,
ymin = 0.3110155917761438,
ymax = 0.7492284881438994,
se = 0.10429061335314432
),
EvalResult(
y = 0.5303857063474335,
ymin = 0.343767517537437,
ymax = 0.71700389515743,
se = 0.08882680329660655
),
EvalResult(
y = 0.5306493727348456,
ymin = 0.36658360528134837,
ymax = 0.6947151401883428,
se = 0.078092268209378
),
EvalResult(
y = 0.5309130391222576,
ymin = 0.37508839857430426,
ymax = 0.6867376796702109,
se = 0.0741696443577103
),
EvalResult(
y = 0.5311767055096697,
ymin = 0.36711093805617245,
ymax = 0.6952424729631669,
se = 0.078092268209378
),
EvalResult(
y = 0.5314403718970817,
ymin = 0.3448221830870852,
ymax = 0.7180585607070782,
se = 0.08882680329660655
),
EvalResult(
y = 0.5317040382844938,
ymin = 0.31259759010061594,
ymax = 0.7508104864683716,
se = 0.10429061335314432
),
EvalResult(
y = 0.5319677046719057,
ymin = 0.2741665453005842,
ymax = 0.7897688640432272,
se = 0.12270857958239294
)
)
assertRegression(inX, inY, actX, actY)
}
run {
val inX = listOf(
0.0,
1.0,
2.0,
3.0,
4.0,
5.0,
6.0,
7.0,
8.0,
9.0,
10.0,
11.0,
12.0,
13.0,
14.0,
15.0,
16.0,
17.0,
18.0,
19.0
)
val inY = listOf(
140.5875171822729,
877.3701104246435,
874.0623780642786,
961.2008914274214,
74.42752301177568,
310.2409406809993,
803.3139539875546,
727.5167288382124,
114.15516131617984,
462.7117876192167,
871.1442528382274,
148.58699158549825,
192.07199351526955,
593.4830741897621,
467.9757587493329,
65.6171941943215,
921.9390398593703,
842.1737511680585,
576.2930799072936,
593.3886538854636
)
val actX = listOf(0.0, 1.9, 3.8, 5.699999999999999, 7.6, 9.5, 11.4, 13.3, 15.200000000000001, 17.1)
val actY = listOf(
EvalResult(
y = 529.5947071851975,
ymin = 229.28194553985395,
ymax = 829.9074688305411,
se = 142.9433153125891
),
EvalResult(
y = 529.8583735726096,
ymin = 272.05721420128816,
ymax = 787.659532943931,
se = 122.7085795823929
),
EvalResult(
y = 530.1220399600215,
ymin = 311.0155917761437,
ymax = 749.2284881438993,
se = 104.29061335314432
),
EvalResult(
y = 530.3857063474336,
ymin = 343.767517537437,
ymax = 717.0038951574302,
se = 88.82680329660656
),
EvalResult(
y = 530.6493727348457,
ymin = 366.58360528134847,
ymax = 694.7151401883428,
se = 78.09226820937799
),
EvalResult(
y = 530.9130391222577,
ymin = 375.0883985743044,
ymax = 686.737679670211,
se = 74.1696443577103
),
EvalResult(
y = 531.1767055096697,
ymin = 367.1109380561725,
ymax = 695.2424729631668,
se = 78.09226820937799
),
EvalResult(
y = 531.4403718970817,
ymin = 344.82218308708514,
ymax = 718.0585607070783,
se = 88.82680329660656
),
EvalResult(
y = 531.7040382844938,
ymin = 312.59759010061595,
ymax = 750.8104864683717,
se = 104.29061335314432
),
EvalResult(
y = 531.9677046719057,
ymin = 274.16654530058423,
ymax = 789.7688640432273,
se = 122.70857958239293
)
)
assertRegression(inX, inY, actX, actY)
}
run {
val inX = listOf(
0.0,
1.0,
2.0,
3.0,
4.0,
5.0,
6.0,
7.0,
8.0,
9.0,
10.0,
11.0,
12.0,
13.0,
14.0,
15.0,
16.0,
17.0,
18.0,
19.0
)
val inY = listOf(
140587.5171822729,
877370.1104246435,
874062.3780642786,
961200.8914274215,
74427.52301177567,
310240.9406809993,
803313.9539875545,
727516.7288382124,
114155.16131617985,
462711.7876192167,
871144.2528382274,
148586.99158549824,
192071.99351526954,
593483.0741897621,
467975.7587493329,
65617.19419432149,
921939.0398593702,
842173.7511680585,
576293.0799072937,
593388.6538854636
)
val actX = listOf(0.0, 1.9, 3.8, 5.699999999999999, 7.6, 9.5, 11.4, 13.3, 15.200000000000001, 17.1)
val actY = listOf(
EvalResult(
y = 529594.7071851975,
ymin = 229281.94553985394,
ymax = 829907.468830541,
se = 142943.3153125891
),
EvalResult(
y = 529858.3735726095,
ymin = 272057.21420128806,
ymax = 787659.532943931,
se = 122708.57958239291
),
EvalResult(
y = 530122.0399600216,
ymin = 311015.59177614376,
ymax = 749228.4881438995,
se = 104290.61335314433
),
EvalResult(
y = 530385.7063474336,
ymin = 343767.51753743703,
ymax = 717003.8951574302,
se = 88826.80329660657
),
EvalResult(
y = 530649.3727348456,
ymin = 366583.60528134834,
ymax = 694715.1401883429,
se = 78092.268209378
),
EvalResult(
y = 530913.0391222576,
ymin = 375088.39857430424,
ymax = 686737.6796702109,
se = 74169.6443577103
),
EvalResult(
y = 531176.7055096697,
ymin = 367110.93805617245,
ymax = 695242.472963167,
se = 78092.268209378
),
EvalResult(
y = 531440.3718970817,
ymin = 344822.18308708514,
ymax = 718058.5607070783,
se = 88826.80329660657
),
EvalResult(
y = 531704.0382844937,
ymin = 312597.59010061587,
ymax = 750810.4864683716,
se = 104290.61335314433
),
EvalResult(
y = 531967.7046719057,
ymin = 274166.54530058417,
ymax = 789768.8640432273,
se = 122708.57958239295
)
)
assertRegression(inX, inY, actX, actY)
}
}