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authorChristoph Helma <helma@in-silico.ch>2016-03-01 14:32:26 +0100
committerChristoph Helma <helma@in-silico.ch>2016-03-01 14:32:26 +0100
commit0cf1fbb00da896a70aacdba109d39bf2cba8f2d4 (patch)
tree794bc9ef777f920ae299599355c4b13c4df42a67
parent799ac13e2424dafbabc817854ecd1f4a608c59d9 (diff)
pls regression with caret tune
-rw-r--r--data/combined-cv.csv1221
-rw-r--r--data/combined-cv.id2
-rw-r--r--data/combined-test-predictions.csv294
-rw-r--r--data/combined-test-predictions.id2
-rw-r--r--figure/crossvalidation.pdfbin13484 -> 13667 bytes
-rw-r--r--figure/dataset-variability.pdfbin10357 -> 10357 bytes
-rw-r--r--figure/test-correlation.pdfbin7597 -> 7618 bytes
-rw-r--r--figure/test-prediction.pdfbin10896 -> 10900 bytes
-rw-r--r--loael.md6
-rw-r--r--loael.pdfbin759539 -> 759798 bytes
10 files changed, 765 insertions, 760 deletions
diff --git a/data/combined-cv.csv b/data/combined-cv.csv
index 7d6359b..853ea0c 100644
--- a/data/combined-cv.csv
+++ b/data/combined-cv.csv
@@ -1,634 +1,637 @@
SMILES,LOAEL_measured_median,LOAEL_predicted,Confidence
-ClC12C3C4(C(C1(Cl)Cl)(C1(C2(C3(Cl)C(C41Cl)(Cl)Cl)Cl)Cl)Cl)Cl,1.9566e-05,0.0014217916687719956,0.625
-ClC1=C(Cl)C2(C(C1(Cl)C1C2C2CC1C=C2)(Cl)Cl)Cl,2.7404e-05,0.002387671183307973,0.4375
-N#Cc1nn(c(c1S(=O)C(F)(F)F)N)c1c(Cl)cc(cc1Cl)C(F)(F)F,0.00013611,0.03806504214723742,0.7272727272727273
-Clc1ccc2c(c1)[n+]([O-])nc(n2)n1cncc1,0.00020191,0.044090771816319076,0.18181818181818182
-OC(=O)C(Oc1ccc(cc1)Oc1ncc(cc1Cl)C(F)(F)F)C,0.00027647,0.037229670092100806,0.6521739130434783
-CCOP(=S)(SCSC(C)(C)C)OCC,0.00027736000000000004,0.004010065596865467,0.5454545454545454
-ClC1C2OC2C2C1C1(Cl)C(=C(C2(C1(Cl)Cl)Cl)Cl)Cl,0.00028896749999999995,0.001107636536884408,0.5
-ClC1=C(Cl)C2(C(C1(Cl)C1C2C2CC1C1C2O1)(Cl)Cl)Cl,0.000295345,0.002061537057415606,0.5
-CCSCCSP(=S)(OCC)OCC,0.00036443,0.0045393269903714764,0.5
-CNC(=O)ON=CC(SC)(C)C,0.00052559,0.058837247552187444,0.35294117647058826
-COC(=O)C(Oc1ccc(cc1)Oc1ccc(cc1Cl)Cl)C,0.00058619,0.05432467306381369,0.4230769230769231
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-OC1CCCCCc2cc(O)cc(c2C(=O)OC(CCC1)C)O,0.00062036,1.0415534190320412,0.17391304347826086
-ClC1C=CC2C1C1(Cl)C(=C(C2(C1(Cl)Cl)Cl)Cl)Cl,0.000843785,0.0003704141467113901,0.4375
-c1ccc(cc1)[Sn](c1ccccc1)c1ccccc1,0.00085711,0.5799160071304471,0.16666666666666666
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-ClC1CC2C(C1Cl)C1(C(C2(Cl)C(=C1Cl)Cl)(Cl)Cl)Cl,0.000939545,0.0013512631119732106,0.375
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ClC12C(Cl)(Cl)C3(C4(C1(Cl)C1(C2(Cl)C3(C4(C1(Cl)Cl)Cl)Cl)Cl)Cl)Cl,0.0012831,6.240058509303287e-05,0.625
-CCOP(=O)(N1CCSC1=O)SC(CC)C,0.0013411,0.0038585508271398753,0.3
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-CCOc1cc(nc(n1)CC)OP(=S)(OC)OC,0.0015396,0.009344152008287343,0.25
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ClC=C,0.020801,0.045958000000000006,0.14285714285714285
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CCO[C@H]1[C@@H](OC)[C@H](O[C@@H]2C[C@@H]3[C@@H](C2)[C@@H]2C=C4[C@H]([C@@H]2CC3)CC(=O)O[C@@H](CC)CCC[C@@H]([C@H](C4=O)C)O[C@H]2CC[C@@H]([C@H](O2)C)N(C)C)O[C@H]([C@@H]1OC)C,0.028877,0.0022907000000000005,0.20238095238095238
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CCCn1c(OCCC)nc2c(c1=O)cc(cc2)I,0.032241,0.11240974023972475,0.10810810810810811
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+Oc1cc(O)c2c(c1)oc(c(c2=O)O)c1ccc(c(c1)O)O,6.7298,0.7698070145861168,1
+ClCC(=O)c1ccc(cc1)NC(=O)C,7.4653,0.49841116488313375,1
+O=C1OC(=O)c2c1cccc2,8.0005,0.9151765995105839,1
+CCCOC(=O)c1ccc(cc1)O,8.3241,2.95845847977303,1
+CCOC(=O)COC(=O)c1ccccc1C(=O)OCC,8.9199,0.7185658779034559,1
+O=C1CCCCC1,9.2722,0.2378628917431664,1
OC(=O)C=CC(=O)O,9.3132,2.880700000000001,0.14285714285714285
-COC(=O)c1ccc(cc1)O,9.8589,0.5445964595249081,0.6666666666666666
-COC(=O)c1ccccc1C(=O)OC,10.3,0.4137775820588338,0.625
+COC(=O)c1ccc(cc1)O,9.8589,1.1386534488588607,1
+COC(=O)c1ccccc1C(=O)OC,10.3,0.916674173950007,1
OC1C2C(N(C)C)C(=O)C(=C(O)N)C(=O)C2(O)C(=O)C2=C(O)c3c(C(C12)(C)O)c(Cl)ccc3O,10.508,0.33751,0.6216216216216216
-OCC(C1OC(=O)C(=C1O)O)O,13.07315,0.8547324122721407,0.23076923076923078
-OCCO,14.822,1.0671047873220199,0.2
-CCCCCCCCCCCCCCCCCC(=O)OCC(C1OCC(C1O)O)O,16.727,0.4341973519193462,1
-[O-]S(=O)(=O)NC1CCCCC1.[Na+],17.901,0.014887180676877398,0.15384615384615385
-O=C1NS(=O)(=O)c2c1cccc2,19.663,0.2316225122795419,0.23076923076923078
-CCCCCCCCCCCC(=O)OCC(C1OCC(C1O)O)O,19.867,0.3964148587369233,1
-CCOC(=O)c1ccccc1C(=O)OCC,19.956,0.31768146687053195,0.6153846153846154
-OC(=O)c1ccccc1N,20.06,0.4100698203820209,0.5833333333333334
-OCC(CO)O,74.739,1.6124273227552521,0.42857142857142855
+OCC(C1OC(=O)C(=C1O)O)O,13.07315,9.165234699656954,1
+OCCO,14.822,12.136574449142156,1
+CCCCCCCCCCCCCCCCCC(=O)OCC(C1OCC(C1O)O)O,16.727,1.3648967676120518,1
+[O-]S(=O)(=O)NC1CCCCC1.[Na+],17.901,0.13111496023516397,1
+O=C1NS(=O)(=O)c2c1cccc2,19.663,0.2160942139151245,1
+CCCCCCCCCCCC(=O)OCC(C1OCC(C1O)O)O,19.867,1.3648967676120518,1
+CCOC(=O)c1ccccc1C(=O)OCC,19.956,0.9367228432191498,1
+OC(=O)c1ccccc1N,20.06,1.0639519022761117,1
+OCC(CO)O,74.739,1.1970876762413112,1
diff --git a/data/combined-cv.id b/data/combined-cv.id
index 9d5207e..19697a4 100644
--- a/data/combined-cv.id
+++ b/data/combined-cv.id
@@ -1 +1 @@
-56d483392b72ed7887000001
+56d593572b72ed384a000001
diff --git a/data/combined-test-predictions.csv b/data/combined-test-predictions.csv
index 27666a9..326c916 100644
--- a/data/combined-test-predictions.csv
+++ b/data/combined-test-predictions.csv
@@ -1,151 +1,151 @@
SMILES,LOAEL_measured_median,LOAEL_predicted,Confidence,Dataset
-N#Cc1nn(c(c1S(=O)C(F)(F)F)N)c1c(Cl)cc(cc1Cl)C(F)(F)F,0.00013611,0.015762350891222954,1,combined-prediction
-OC(=O)C(Oc1ccc(cc1)Oc1ncc(cc1Cl)C(F)(F)F)C,0.00027647,0.01865311387590129,1,combined-prediction
-CCOP(=S)(SCSC(C)(C)C)OCC,0.00027736000000000004,0.002373352833945197,1,combined-prediction
-CCSCSP(=S)(OCC)OCC,0.00061449,0.0008644707029265747,1,combined-prediction
-CCOP(=O)(SC(CC)C)SC(CC)C,0.000872805,0.009749816118717997,1,combined-prediction
-CNC(=O)CSP(=S)(OC)OC,0.0010905,0.006103340712979779,1,combined-prediction
-COP(=O)(SC)N,0.0020549,0.3464870355869287,1,combined-prediction
-CSc1ccc(cc1C)OP(=S)(OC)OC,0.00210185,0.004129614821416341,1,combined-prediction
-CCOP(=S)(Oc1ccc2c(c1)oc(=O)c(c2C)Cl)OCC,0.0033631,0.01857156621251969,1,combined-prediction
-CCOP(=S)(Oc1ncn(n1)c1ccccc1)OCC,0.0041492,0.031009256576671446,1,combined-prediction
-COc1sc(=O)n(n1)CSP(=S)(OC)OC,0.00471335,0.009402776191100103,1,combined-prediction
-CCOP(=S)(OCC)SCSP(=S)(OCC)OCC,0.0049418,0.0011428069287224092,1,combined-prediction
-CCOP(=O)(Oc1ccc(c(c1)C)SC)NC(C)C,0.0049447,0.007157941703199688,1,combined-prediction
-CC(Cc1ccc(cc1)C(C)(C)C)CN1CC(C)OC(C1)C,0.0056016,0.09640139064611304,1,combined-prediction
-COP(=S)(Oc1nc(Cl)c(cc1Cl)Cl)OC,0.00620095,0.015857748213750238,1,combined-prediction
-OC(C(Cl)(Cl)Cl)(c1ccc(cc1)Cl)c1ccc(cc1)Cl,0.0067479,0.057139379343644645,1,combined-prediction
-COC(=O)N(C(=O)N1COC2(C(=N1)c1ccc(cc1C2)Cl)C(=O)OC)c1ccc(cc1)OC(F)(F)F,0.0068203,0.04354935663433701,1,combined-prediction
-Clc1ccc(cc1)C(c1ccccc1Cl)(c1cncnc1)O,0.0075484,0.013465577141591243,1,combined-prediction
-COP(=S)(SCn1nnc2c(c1=O)cccc2)OC,0.0076105,0.0391970094961836,1,combined-prediction
-N#CC(c1cccc(c1)Oc1ccccc1)OC(=O)C1C(C1(C)C)C=C(Br)Br,0.00781875,0.13140623695507206,1,combined-prediction
-CCN(c1nc(cc(n1)C)OP(=S)(OC)OC)CC,0.0081878,0.015434756988461895,1,combined-prediction
-CCCCOC(=O)C(Oc1ccc(cc1)Oc1ccc(cn1)C(F)(F)F)C,0.00885585,0.052569774566266,1,combined-prediction
-COP(=O)(OC=C(Cl)Cl)OC,0.0100688,0.01977816403459902,1,combined-prediction
-CCCSP(=O)(SCCC)OCC,0.010069,0.004021939604880425,1,combined-prediction
-O=S1OCC2C(CO1)C1(C(C2(Cl)C(=C1Cl)Cl)(Cl)Cl)Cl,0.012287,0.0003352201088319376,1,combined-prediction
-CC(Oc1cc(c(cc1Cl)Cl)n1nc(oc1=O)C(C)(C)C)C,0.0124555,0.1437412942013925,1,combined-prediction
-CNC(=O)Oc1cccc2c1OC(C2)(C)C,0.01394355,0.1468896662406669,1,combined-prediction
-N#Cc1c(Cl)c(C#N)c(c(c1Cl)Cl)Cl,0.015043,0.029970384078180506,1,combined-prediction
-Fc1ccc(cc1)[Si](c1ccc(cc1)F)(Cn1cncn1)C,0.015853,0.023290039859847237,1,combined-prediction
-CCOP(=S)(Oc1cc(C)nc(n1)C(C)C)OCC,0.016429,0.010610626582861228,1,combined-prediction
-N#Cc1c(Cl)cccc1Cl,0.0165685,0.05195295050605325,1,combined-prediction
-CCOP(=S)(Oc1nc(Cl)c(cc1Cl)Cl)OCC,0.017114,0.007580517777055951,1,combined-prediction
-BrC1COC(C1)(Cn1cncn1)c1ccc(cc1Cl)Cl,0.017185,0.0405369969743105,1,combined-prediction
-CCN(C(=O)SCc1ccc(cc1)Cl)CC,0.0180385,0.021552868257665423,1,combined-prediction
-CCCN(C(=O)n1cncc1)CCOc1c(Cl)cc(cc1Cl)Cl,0.019912,0.04486014172206608,1,combined-prediction
-CCOC(=O)c1cn2nc(cc2nc1C)OP(=S)(OCC)OCC,0.0200875,0.11039533401959316,1,combined-prediction
-COP(=S)(SCN1C(=O)c2c(C1=O)cccc2)OC,0.020484,0.04208439989396213,1,combined-prediction
-CNC(=O)ON=C(C(=O)N(C)C)SC,0.022348,0.10184241192092622,1,combined-prediction
-COC(=O)N(c1ccccc1COc1ccn(n1)c1ccc(cc1)Cl)OC,0.023207,0.07549049844748126,1,combined-prediction
-CON(C(=O)Nc1ccc(c(c1)Cl)Cl)C,0.025091,0.010621445933840493,1,combined-prediction
-O=C(NC(=O)c1c(F)cccc1F)Nc1ccc(cc1)Cl,0.025428,0.07095019903002926,1,combined-prediction
-O=C(N(C)C)Nc1ccc(c(c1)Cl)Cl,0.025741,0.11660342350291407,1,combined-prediction
-CCOC(=O)C(Oc1ccc(cc1)Oc1cnc2c(n1)ccc(c2)Cl)C,0.0257509,0.04930744903742682,1,combined-prediction
-N#Cc1sc2=c(sc1C#N)c(=O)c1c(c2=O)cccc1,0.0269975,0.3303162902044104,1,combined-prediction
-C=CC1(C)OC(=O)N(C1=O)c1cc(Cl)cc(c1)Cl,0.027961,0.22150776844952555,1,combined-prediction
-N#CC(c1ccc(c(c1)Oc1ccccc1)F)OC(=O)C1C(C1(C)C)C=C(Cl)Cl,0.028207,0.057071467518120804,1,combined-prediction
-CCOC(=O)C(Cc1cc(c(cc1Cl)F)n1nc(n(c1=O)C(F)F)C)Cl,0.029113,0.12520773687665182,1,combined-prediction
-CON(C(=O)Nc1ccc(cc1)Br)C,0.0313005,0.0411876126765006,1,combined-prediction
-CN1CN(C)CSC1=S,0.03266,0.05573360891613872,1,combined-prediction
-ClCC1CN(C(=O)C1Cl)c1cccc(c1)C(F)(F)F,0.033160999999999996,0.24260192407415462,1,combined-prediction
-CCCCC(c1ccc(cc1)Cl)(Cn1cncn1)C#N,0.034179,0.11744820700776244,1,combined-prediction
-CCOP(=S)(SCn1c(=O)oc2c1ccc(c2)Cl)OCC,0.0345288,0.013077751595683798,1,combined-prediction
-CCOCn1c(c2ccc(cc2)Cl)c(c(c1C(F)(F)F)Br)C#N,0.0350825,0.06280543413952969,1,combined-prediction
-Clc1ccc(c(c1)Cl)C1(OCCO1)Cn1cncn1,0.0379825,0.07538715747217808,1,combined-prediction
-CC(C(c1cncnc1)(c1ccc(cc1)OC(F)(F)F)O)C,0.038746,0.024837825071449073,1,combined-prediction
-CC(N(C(=O)SCC(=C(Cl)Cl)Cl)C(C)C)C,0.041029,0.04267853086407376,1,combined-prediction
-COP(=S)(Oc1ccc(c(c1)C)[N+](=O)[O-])OC,0.0424911,0.006153936146948404,1,combined-prediction
-O=C1OC(C(=O)N1Nc1ccccc1)(C)c1ccc(cc1)Oc1ccccc1,0.04514,0.12306247222509399,1,combined-prediction
-CN(C(=S)SSC(=S)N(C)C)C,0.04783,0.04409910789058233,1,combined-prediction
-CN(C(=O)Oc1nc(nc(c1C)C)N(C)C)C,0.0520385,0.01890152025125951,1,combined-prediction
-C=CCOC(c1ccc(cc1Cl)Cl)Cn1cncc1,0.053503,0.0451003678131244,1,combined-prediction
-COCN(c1c(CC)cccc1CC)C(=O)CCl,0.0537505,0.45113861171131114,1,combined-prediction
-CCOc1ccc2c(c1)C(=CC(N2)(C)C)C,0.055221,0.1901267608528008,1,combined-prediction
-O=C(c1ccc(cc1S(=O)(=O)C)C(F)(F)F)c1cnoc1C1CC1,0.055661,0.049393732839805575,1,combined-prediction
-OC(=O)COc1ccc(cc1C)Cl,0.0573225,0.08268164171486121,1,combined-prediction
-CCOC(=O)NCCOc1ccc(cc1)Oc1ccccc1,0.0575765,0.5777722513133271,1,combined-prediction
-N#CC(c1cccc(c1)Oc1ccccc1)OC(=O)C(c1ccc(cc1)Cl)C(C)C,0.059538,0.03074559021088185,1,combined-prediction
-N#CC(c1cccc(c1)Oc1ccccc1)OC(=O)C1C(C1(C)C)(C)C,0.060099,0.14522772605352022,1,combined-prediction
-CC(OC(=O)C(c1ccc(cc1)Br)(c1ccc(cc1)Br)O)C,0.0606145,0.036366705993100795,1,combined-prediction
-Clc1ccccc1c1nnc(nn1)c1ccccc1Cl,0.06152150000000001,0.11216455811730652,1,combined-prediction
-Clc1cc(ccc1Oc1ccc(c(c1)C(=O)NS(=O)(=O)C)[N+](=O)[O-])C(F)(F)F,0.062678,0.19284492277845117,1,combined-prediction
-COc1nc(nc(n1)C)NC(=O)NS(=O)(=O)c1ccccc1Cl,0.062889,0.21594815525191013,1,combined-prediction
-CCCCN(SN(C(=O)Oc1cccc2c1OC(C2)(C)C)C)CCCC,0.065695,0.04206322308134105,1,combined-prediction
-O=C(NC(=O)c1c(F)cccc1F)Nc1cc(Cl)c(c(c1F)Cl)F,0.06691,0.04985535727223809,1,combined-prediction
+N#Cc1nn(c(c1S(=O)C(F)(F)F)N)c1c(Cl)cc(cc1Cl)C(F)(F)F,0.00013611,0.012223549654189954,1,combined-prediction
+OC(=O)C(Oc1ccc(cc1)Oc1ncc(cc1Cl)C(F)(F)F)C,0.00027647,0.012363739179264848,1,combined-prediction
+CCOP(=S)(SCSC(C)(C)C)OCC,0.00027736000000000004,0.003234463493265512,1,combined-prediction
+CCSCSP(=S)(OCC)OCC,0.00061449,0.0007865744283201257,1,combined-prediction
+CCOP(=O)(SC(CC)C)SC(CC)C,0.000872805,0.005039445065903741,1,combined-prediction
+CNC(=O)CSP(=S)(OC)OC,0.0010905,0.00950743899812471,1,combined-prediction
+COP(=O)(SC)N,0.0020549,0.32686975597991175,1,combined-prediction
+CSc1ccc(cc1C)OP(=S)(OC)OC,0.00210185,0.00515916415689228,1,combined-prediction
+CCOP(=S)(Oc1ccc2c(c1)oc(=O)c(c2C)Cl)OCC,0.0033631,0.03604767643689561,1,combined-prediction
+CCOP(=S)(Oc1ncn(n1)c1ccccc1)OCC,0.0041492,0.021711294422324952,1,combined-prediction
+COc1sc(=O)n(n1)CSP(=S)(OC)OC,0.00471335,0.009823341977484811,1,combined-prediction
+CCOP(=S)(OCC)SCSP(=S)(OCC)OCC,0.0049418,0.002790446349330914,1,combined-prediction
+CCOP(=O)(Oc1ccc(c(c1)C)SC)NC(C)C,0.0049447,0.0046994079738164616,1,combined-prediction
+CC(Cc1ccc(cc1)C(C)(C)C)CN1CC(C)OC(C1)C,0.0056016,0.06748715670088713,1,combined-prediction
+COP(=S)(Oc1nc(Cl)c(cc1Cl)Cl)OC,0.00620095,0.009085825113386419,1,combined-prediction
+OC(C(Cl)(Cl)Cl)(c1ccc(cc1)Cl)c1ccc(cc1)Cl,0.0067479,0.06242817556011404,1,combined-prediction
+COC(=O)N(C(=O)N1COC2(C(=N1)c1ccc(cc1C2)Cl)C(=O)OC)c1ccc(cc1)OC(F)(F)F,0.0068203,0.03766454733832817,1,combined-prediction
+Clc1ccc(cc1)C(c1ccccc1Cl)(c1cncnc1)O,0.0075484,0.02648213936639114,1,combined-prediction
+COP(=S)(SCn1nnc2c(c1=O)cccc2)OC,0.0076105,0.0256192873852848,1,combined-prediction
+N#CC(c1cccc(c1)Oc1ccccc1)OC(=O)C1C(C1(C)C)C=C(Br)Br,0.00781875,0.04433313532487736,1,combined-prediction
+CCN(c1nc(cc(n1)C)OP(=S)(OC)OC)CC,0.0081878,0.016199432386363694,1,combined-prediction
+CCCCOC(=O)C(Oc1ccc(cc1)Oc1ccc(cn1)C(F)(F)F)C,0.00885585,0.006522109887884214,1,combined-prediction
+COP(=O)(OC=C(Cl)Cl)OC,0.0100688,0.03379255796926954,1,combined-prediction
+CCCSP(=O)(SCCC)OCC,0.010069,0.013404183743512306,1,combined-prediction
+O=S1OCC2C(CO1)C1(C(C2(Cl)C(=C1Cl)Cl)(Cl)Cl)Cl,0.012287,0.0002292959719534936,1,combined-prediction
+CC(Oc1cc(c(cc1Cl)Cl)n1nc(oc1=O)C(C)(C)C)C,0.0124555,0.06185932200974554,1,combined-prediction
+CNC(=O)Oc1cccc2c1OC(C2)(C)C,0.01394355,0.03840409396889159,1,combined-prediction
+N#Cc1c(Cl)c(C#N)c(c(c1Cl)Cl)Cl,0.015043,0.0045096410773658386,1,combined-prediction
+Fc1ccc(cc1)[Si](c1ccc(cc1)F)(Cn1cncn1)C,0.015853,0.01191187101473148,1,combined-prediction
+CCOP(=S)(Oc1cc(C)nc(n1)C(C)C)OCC,0.016429,0.01567055641265714,1,combined-prediction
+N#Cc1c(Cl)cccc1Cl,0.0165685,0.09205382040597357,1,combined-prediction
+CCOP(=S)(Oc1nc(Cl)c(cc1Cl)Cl)OCC,0.017114,0.002156167700318906,1,combined-prediction
+BrC1COC(C1)(Cn1cncn1)c1ccc(cc1Cl)Cl,0.017185,0.026572319241467978,1,combined-prediction
+CCN(C(=O)SCc1ccc(cc1)Cl)CC,0.0180385,0.022723781300182423,1,combined-prediction
+CCCN(C(=O)n1cncc1)CCOc1c(Cl)cc(cc1Cl)Cl,0.019912,0.026488774907181132,1,combined-prediction
+CCOC(=O)c1cn2nc(cc2nc1C)OP(=S)(OCC)OCC,0.0200875,0.11278481360348322,1,combined-prediction
+COP(=S)(SCN1C(=O)c2c(C1=O)cccc2)OC,0.020484,0.03832158653625922,1,combined-prediction
+CNC(=O)ON=C(C(=O)N(C)C)SC,0.022348,0.02446526703205196,1,combined-prediction
+COC(=O)N(c1ccccc1COc1ccn(n1)c1ccc(cc1)Cl)OC,0.023207,0.09370340804227252,1,combined-prediction
+CON(C(=O)Nc1ccc(c(c1)Cl)Cl)C,0.025091,0.013517640874997548,1,combined-prediction
+O=C(NC(=O)c1c(F)cccc1F)Nc1ccc(cc1)Cl,0.025428,0.13059896553323086,1,combined-prediction
+O=C(N(C)C)Nc1ccc(c(c1)Cl)Cl,0.025741,0.10976420937355227,1,combined-prediction
+CCOC(=O)C(Oc1ccc(cc1)Oc1cnc2c(n1)ccc(c2)Cl)C,0.0257509,0.055642540351215304,1,combined-prediction
+N#Cc1sc2=c(sc1C#N)c(=O)c1c(c2=O)cccc1,0.0269975,0.19771192535499266,1,combined-prediction
+C=CC1(C)OC(=O)N(C1=O)c1cc(Cl)cc(c1)Cl,0.027961,0.14931435109679134,1,combined-prediction
+N#CC(c1ccc(c(c1)Oc1ccccc1)F)OC(=O)C1C(C1(C)C)C=C(Cl)Cl,0.028207,0.04294738649097546,1,combined-prediction
+CCOC(=O)C(Cc1cc(c(cc1Cl)F)n1nc(n(c1=O)C(F)F)C)Cl,0.029113,0.16077273661454186,1,combined-prediction
+CON(C(=O)Nc1ccc(cc1)Br)C,0.0313005,0.04588226113305051,1,combined-prediction
+CN1CN(C)CSC1=S,0.03266,0.057561024688675286,1,combined-prediction
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-CC(C1(C)N=C(NC1=O)c1nc2ccccc2cc1C(=O)O)C,0.8351195,0.7859650122662322,1,combined-prediction
-COC(=O)Nc1nc2c([nH]1)cccc2,0.8499450000000001,0.07299963113513676,1,combined-prediction
-CC(Oc1cccc(c1)NC(=O)c1ccccc1C(F)(F)F)C,0.907795,0.14629372991334266,1,combined-prediction
-O=C(C1(C)CCCCC1)Nc1ccc(c(c1Cl)Cl)O,0.96626,0.2951163652473346,1,combined-prediction
-ClCCP(=O)(O)O,0.9723550000000001,3.199405933301164,1,combined-prediction
-COc1cccc(c1C)C(=O)NN(C(C)(C)C)C(=O)c1cc(C)cc(c1)C,1.1154,0.2381461389382947,1,combined-prediction
-CCC(c1noc(c1)NC(=O)c1c(OC)cccc1OC)(CC)C,1.5855,0.9957236632511532,1,combined-prediction
-OC(=O)COc1nc(F)c(c(c1Cl)N)Cl,1.9605,0.18412868248798864,1,combined-prediction
-CC(OC(=O)Nc1cccc(c1)Cl)C,2.3402,0.10764097347364567,1,combined-prediction
-Oc1ccccc1c1ccccc1,3.1197,0.5851984931510728,1,combined-prediction
+[O-][N+](=O)c1cc(Cl)c(c(c1)Cl)N,0.72459,0.10147624629271434,1,combined-prediction
+COC(=O)c1c(Cl)c(Cl)c(c(c1Cl)Cl)C(=O)OC,0.768162,0.2955184678677059,1,combined-prediction
+COC(=O)NS(=O)(=O)c1ccc(cc1)N,0.78179,0.3130022353956828,1,combined-prediction
+OC(=O)c1nc(Cl)c(c(c1Cl)N)Cl,0.8283,1.5484096804871008,1,combined-prediction
+CC(C1(C)N=C(NC1=O)c1nc2ccccc2cc1C(=O)O)C,0.8351195,0.5362888665627948,1,combined-prediction
+COC(=O)Nc1nc2c([nH]1)cccc2,0.8499450000000001,0.03767007785899512,1,combined-prediction
+CC(Oc1cccc(c1)NC(=O)c1ccccc1C(F)(F)F)C,0.907795,0.16829179729827692,1,combined-prediction
+O=C(C1(C)CCCCC1)Nc1ccc(c(c1Cl)Cl)O,0.96626,0.3904998254580453,1,combined-prediction
+ClCCP(=O)(O)O,0.9723550000000001,2.4009973601180943,1,combined-prediction
+COc1cccc(c1C)C(=O)NN(C(C)(C)C)C(=O)c1cc(C)cc(c1)C,1.1154,0.7796764143585404,1,combined-prediction
+CCC(c1noc(c1)NC(=O)c1c(OC)cccc1OC)(CC)C,1.5855,0.4879331636731657,1,combined-prediction
+OC(=O)COc1nc(F)c(c(c1Cl)N)Cl,1.9605,0.07884649342822374,1,combined-prediction
+CC(OC(=O)Nc1cccc(c1)Cl)C,2.3402,0.23602292201205227,1,combined-prediction
+Oc1ccccc1c1ccccc1,3.1197,0.8192745419841765,1,combined-prediction
OC(=O)CNCP(=O)(O)O,5.5597,0.7008374592406027,0.16666666666666666,combined-prediction
diff --git a/data/combined-test-predictions.id b/data/combined-test-predictions.id
index 47f21be..ab6c881 100644
--- a/data/combined-test-predictions.id
+++ b/data/combined-test-predictions.id
@@ -1 +1 @@
-56d58a282b72ed2e4e000004
+56d593502b72ed3787000004
diff --git a/figure/crossvalidation.pdf b/figure/crossvalidation.pdf
index 7ca7827..b8f512b 100644
--- a/figure/crossvalidation.pdf
+++ b/figure/crossvalidation.pdf
Binary files differ
diff --git a/figure/dataset-variability.pdf b/figure/dataset-variability.pdf
index 942e345..26a2483 100644
--- a/figure/dataset-variability.pdf
+++ b/figure/dataset-variability.pdf
Binary files differ
diff --git a/figure/test-correlation.pdf b/figure/test-correlation.pdf
index 7592acb..8332ae9 100644
--- a/figure/test-correlation.pdf
+++ b/figure/test-correlation.pdf
Binary files differ
diff --git a/figure/test-prediction.pdf b/figure/test-prediction.pdf
index a19b0d3..9fb9245 100644
--- a/figure/test-prediction.pdf
+++ b/figure/test-prediction.pdf
Binary files differ
diff --git a/loael.md b/loael.md
index 17fb6e3..6f13453 100644
--- a/loael.md
+++ b/loael.md
@@ -183,6 +183,8 @@ If PLS modelling or prediction fails, the program resorts to using the weighted
mean of the neighbors LOAEL values, where the contribution of each neighbor is
weighted by its similarity to the query compound.
+default settings for tuning
+
### Applicability domain
Christoph: TODO
@@ -314,7 +316,7 @@ These results are presented in [@fig:corr] and [@tbl:cv]. Please bear in mind th
Training data | $r^2$ | RMSE
--------------|---------------------------|-------------------------
Experimental | 0.49 | 1.41
-Combined | 0.38 | 1.51
+Combined | 0.41 | 1.47
: Comparison of model predictions with experimental variability. {#tbl:common-pred}
@@ -328,7 +330,7 @@ All correlations are statistically highly significant with a p-value < 2.2e-16.
Training dataset | $r^2$ | RMSE
-----------------|-------|------
-Combined | 0.33 | 1.9
+Combined | 0.39 | 1.84
: 10-fold crossvalidation results {#tbl:cv}
diff --git a/loael.pdf b/loael.pdf
index cec8020..99d0ead 100644
--- a/loael.pdf
+++ b/loael.pdf
Binary files differ