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results/diagnostics/combined_variant.csv Normal file
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method,level,f1_macro,accuracy,invalid_rate,total_rules,rare_rules
no guidance,0,0.30962263012390256,0.6078767123287672,0.010273972602739725,4.2,1.2
no guidance,10,0.3126831590500485,0.613013698630137,0.005136986301369863,3.8,1.0
no guidance,20,0.37078815658022063,0.6335616438356164,0.003424657534246575,4.4,1.0
no guidance,30,0.3180640159307459,0.6164383561643836,0.032534246575342464,4.0,1.0
no guidance,40,0.2613806857477286,0.5702054794520548,0.1267123287671233,4.4,2.2
no guidance,50,0.24313514076648168,0.4743150684931507,0.2791095890410959,5.0,1.4
no guidance,60,0.18703028787948417,0.386986301369863,0.4280821917808219,5.8,1.2
no guidance,70,0.06822070387131386,0.04280821917808219,0.8715753424657534,3.8,1.2
no guidance,80,0.04659857824643377,0.03767123287671233,0.8715753424657534,4.0,1.2
no guidance,90,0.04760665628079876,0.03767123287671233,0.8698630136986302,3.8,1.0
no guidance,100,0.039857189224277834,0.0547945205479452,0.8698630136986302,4.8,1.0
onto MDL,0,0.30962263012390256,0.6078767123287672,0.010273972602739725,4.2,1.2
onto MDL,10,0.30963289231837193,0.6095890410958904,0.005136986301369863,4.0,1.0
onto MDL,20,0.3349774783347925,0.6352739726027398,0.0017123287671232876,4.2,1.0
onto MDL,30,0.32199956969757415,0.6335616438356164,0.0017123287671232876,3.2,0.4
onto MDL,40,0.2079659029148431,0.559931506849315,0.00684931506849315,2.0,0.0
onto MDL,50,0.2624251409965696,0.5376712328767124,0.17294520547945205,3.0,0.0
onto MDL,60,0.20707008774593386,0.4537671232876712,0.3270547945205479,2.8,0.0
onto MDL,70,0.10641253264813279,0.1780821917808219,0.6678082191780822,1.2,0.0
onto MDL,80,0.06939100239555175,0.10273972602739725,0.7294520547945206,0.8,0.0
onto MDL,90,0.06969176336115006,0.10273972602739725,0.7294520547945206,1.2,0.0
onto MDL,100,0.058247725225011183,0.07705479452054795,0.7294520547945206,2.0,0.0
onto grow,0,0.32484102800527287,0.6061643835616438,0.010273972602739725,4.8,1.2
onto grow,10,0.3072810577008187,0.5976027397260274,0.0136986301369863,5.4,1.0
onto grow,20,0.3883334298188416,0.6404109589041096,0.003424657534246575,5.2,1.0
onto grow,30,0.3549201908209279,0.6215753424657534,0.003424657534246575,4.2,0.6
onto grow,40,0.2794539816841854,0.5753424657534246,0.02226027397260274,3.0,0.8
onto grow,50,0.3001460150612125,0.6164383561643836,0.04794520547945205,3.4,0.2
onto grow,60,0.20706914632768694,0.4486301369863014,0.3253424657534247,3.0,0.0
onto grow,70,0.10664931166169911,0.1832191780821918,0.6678082191780822,1.2,0.0
onto grow,80,0.06939100239555175,0.10273972602739725,0.7294520547945206,0.8,0.0
onto grow,90,0.06969176336115006,0.10273972602739725,0.7294520547945206,1.6,0.0
onto grow,100,0.07024175945917434,0.0821917808219178,0.7294520547945206,2.6,0.0
onto grow+prune,0,0.32484102800527287,0.6061643835616438,0.010273972602739725,4.8,1.2
onto grow+prune,10,0.3072810577008187,0.5976027397260274,0.0136986301369863,5.4,1.0
onto grow+prune,20,0.3883334298188416,0.6404109589041096,0.003424657534246575,5.2,1.0
onto grow+prune,30,0.3549201908209279,0.6215753424657534,0.003424657534246575,4.2,0.6
onto grow+prune,40,0.2794539816841854,0.5753424657534246,0.02226027397260274,3.0,0.8
onto grow+prune,50,0.3001460150612125,0.6164383561643836,0.04794520547945205,3.4,0.2
onto grow+prune,60,0.20706914632768694,0.4486301369863014,0.3253424657534247,3.0,0.0
onto grow+prune,70,0.10664931166169911,0.1832191780821918,0.6678082191780822,1.2,0.0
onto grow+prune,80,0.06939100239555175,0.10273972602739725,0.7294520547945206,0.8,0.0
onto grow+prune,90,0.06969176336115006,0.10273972602739725,0.7294520547945206,1.6,0.0
onto grow+prune,100,0.07024175945917434,0.0821917808219178,0.7294520547945206,2.6,0.0
grow+prune+MDL,0,0.32484102800527287,0.6061643835616438,0.010273972602739725,4.8,1.2
grow+prune+MDL,10,0.3072810577008187,0.5976027397260274,0.0136986301369863,5.4,1.0
grow+prune+MDL,20,0.3886291209794814,0.6404109589041096,0.0017123287671232876,5.2,1.0
grow+prune+MDL,30,0.34196885627902146,0.6198630136986302,0.0017123287671232876,4.0,0.4
grow+prune+MDL,40,0.2602871282960079,0.577054794520548,0.02054794520547945,2.6,0.4
grow+prune+MDL,50,0.3001460150612125,0.6164383561643836,0.04794520547945205,3.4,0.2
grow+prune+MDL,60,0.20706914632768694,0.4486301369863014,0.3253424657534247,3.0,0.0
grow+prune+MDL,70,0.10664931166169911,0.1832191780821918,0.6678082191780822,1.2,0.0
grow+prune+MDL,80,0.06939100239555175,0.10273972602739725,0.7294520547945206,0.8,0.0
grow+prune+MDL,90,0.06969176336115006,0.10273972602739725,0.7294520547945206,1.4,0.0
grow+prune+MDL,100,0.07024175945917434,0.0821917808219178,0.7294520547945206,2.4,0.0
1 method level f1_macro accuracy invalid_rate total_rules rare_rules
2 no guidance 0 0.30962263012390256 0.6078767123287672 0.010273972602739725 4.2 1.2
3 no guidance 10 0.3126831590500485 0.613013698630137 0.005136986301369863 3.8 1.0
4 no guidance 20 0.37078815658022063 0.6335616438356164 0.003424657534246575 4.4 1.0
5 no guidance 30 0.3180640159307459 0.6164383561643836 0.032534246575342464 4.0 1.0
6 no guidance 40 0.2613806857477286 0.5702054794520548 0.1267123287671233 4.4 2.2
7 no guidance 50 0.24313514076648168 0.4743150684931507 0.2791095890410959 5.0 1.4
8 no guidance 60 0.18703028787948417 0.386986301369863 0.4280821917808219 5.8 1.2
9 no guidance 70 0.06822070387131386 0.04280821917808219 0.8715753424657534 3.8 1.2
10 no guidance 80 0.04659857824643377 0.03767123287671233 0.8715753424657534 4.0 1.2
11 no guidance 90 0.04760665628079876 0.03767123287671233 0.8698630136986302 3.8 1.0
12 no guidance 100 0.039857189224277834 0.0547945205479452 0.8698630136986302 4.8 1.0
13 onto MDL 0 0.30962263012390256 0.6078767123287672 0.010273972602739725 4.2 1.2
14 onto MDL 10 0.30963289231837193 0.6095890410958904 0.005136986301369863 4.0 1.0
15 onto MDL 20 0.3349774783347925 0.6352739726027398 0.0017123287671232876 4.2 1.0
16 onto MDL 30 0.32199956969757415 0.6335616438356164 0.0017123287671232876 3.2 0.4
17 onto MDL 40 0.2079659029148431 0.559931506849315 0.00684931506849315 2.0 0.0
18 onto MDL 50 0.2624251409965696 0.5376712328767124 0.17294520547945205 3.0 0.0
19 onto MDL 60 0.20707008774593386 0.4537671232876712 0.3270547945205479 2.8 0.0
20 onto MDL 70 0.10641253264813279 0.1780821917808219 0.6678082191780822 1.2 0.0
21 onto MDL 80 0.06939100239555175 0.10273972602739725 0.7294520547945206 0.8 0.0
22 onto MDL 90 0.06969176336115006 0.10273972602739725 0.7294520547945206 1.2 0.0
23 onto MDL 100 0.058247725225011183 0.07705479452054795 0.7294520547945206 2.0 0.0
24 onto grow 0 0.32484102800527287 0.6061643835616438 0.010273972602739725 4.8 1.2
25 onto grow 10 0.3072810577008187 0.5976027397260274 0.0136986301369863 5.4 1.0
26 onto grow 20 0.3883334298188416 0.6404109589041096 0.003424657534246575 5.2 1.0
27 onto grow 30 0.3549201908209279 0.6215753424657534 0.003424657534246575 4.2 0.6
28 onto grow 40 0.2794539816841854 0.5753424657534246 0.02226027397260274 3.0 0.8
29 onto grow 50 0.3001460150612125 0.6164383561643836 0.04794520547945205 3.4 0.2
30 onto grow 60 0.20706914632768694 0.4486301369863014 0.3253424657534247 3.0 0.0
31 onto grow 70 0.10664931166169911 0.1832191780821918 0.6678082191780822 1.2 0.0
32 onto grow 80 0.06939100239555175 0.10273972602739725 0.7294520547945206 0.8 0.0
33 onto grow 90 0.06969176336115006 0.10273972602739725 0.7294520547945206 1.6 0.0
34 onto grow 100 0.07024175945917434 0.0821917808219178 0.7294520547945206 2.6 0.0
35 onto grow+prune 0 0.32484102800527287 0.6061643835616438 0.010273972602739725 4.8 1.2
36 onto grow+prune 10 0.3072810577008187 0.5976027397260274 0.0136986301369863 5.4 1.0
37 onto grow+prune 20 0.3883334298188416 0.6404109589041096 0.003424657534246575 5.2 1.0
38 onto grow+prune 30 0.3549201908209279 0.6215753424657534 0.003424657534246575 4.2 0.6
39 onto grow+prune 40 0.2794539816841854 0.5753424657534246 0.02226027397260274 3.0 0.8
40 onto grow+prune 50 0.3001460150612125 0.6164383561643836 0.04794520547945205 3.4 0.2
41 onto grow+prune 60 0.20706914632768694 0.4486301369863014 0.3253424657534247 3.0 0.0
42 onto grow+prune 70 0.10664931166169911 0.1832191780821918 0.6678082191780822 1.2 0.0
43 onto grow+prune 80 0.06939100239555175 0.10273972602739725 0.7294520547945206 0.8 0.0
44 onto grow+prune 90 0.06969176336115006 0.10273972602739725 0.7294520547945206 1.6 0.0
45 onto grow+prune 100 0.07024175945917434 0.0821917808219178 0.7294520547945206 2.6 0.0
46 grow+prune+MDL 0 0.32484102800527287 0.6061643835616438 0.010273972602739725 4.8 1.2
47 grow+prune+MDL 10 0.3072810577008187 0.5976027397260274 0.0136986301369863 5.4 1.0
48 grow+prune+MDL 20 0.3886291209794814 0.6404109589041096 0.0017123287671232876 5.2 1.0
49 grow+prune+MDL 30 0.34196885627902146 0.6198630136986302 0.0017123287671232876 4.0 0.4
50 grow+prune+MDL 40 0.2602871282960079 0.577054794520548 0.02054794520547945 2.6 0.4
51 grow+prune+MDL 50 0.3001460150612125 0.6164383561643836 0.04794520547945205 3.4 0.2
52 grow+prune+MDL 60 0.20706914632768694 0.4486301369863014 0.3253424657534247 3.0 0.0
53 grow+prune+MDL 70 0.10664931166169911 0.1832191780821918 0.6678082191780822 1.2 0.0
54 grow+prune+MDL 80 0.06939100239555175 0.10273972602739725 0.7294520547945206 0.8 0.0
55 grow+prune+MDL 90 0.06969176336115006 0.10273972602739725 0.7294520547945206 1.4 0.0
56 grow+prune+MDL 100 0.07024175945917434 0.0821917808219178 0.7294520547945206 2.4 0.0

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results/diagnostics/extreme_lambda.csv Normal file
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method,lambda,level,f1_macro,accuracy,invalid_rate,total_rules,rare_rules,rule_counts
onto MDL,4,0,0.30962263012390256,0.6078767123287672,0.010273972602739725,4.2,1.2,"{'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.4, 'Assen gesmeerd': 0.4, 'Feeder schoongemaakt': 0.6, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 1.6, 'Nieuwe TFM Coupler': 1.2, 'Nieuwe nozzle': 0.0}"
onto MDL,4,50,0.2624251409965696,0.5376712328767124,0.17294520547945205,3.0,0.0,"{'Assen gesmeerd': 0.2, 'Feeder schoongemaakt': 1.6, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.2, 'Nieuwe nozzle': 1.0}"
onto MDL,4,100,0.058247725225011183,0.07705479452054795,0.7294520547945206,2.0,0.0,"{'Assen gesmeerd': 0.8, 'Nieuwe nozzle': 0.6, 'Feeder schoongemaakt': 0.6, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0}"
onto MDL,100,0,0.30962263012390256,0.6078767123287672,0.010273972602739725,4.2,1.2,"{'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.4, 'Assen gesmeerd': 0.4, 'Feeder schoongemaakt': 0.6, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 1.6, 'Nieuwe TFM Coupler': 1.2, 'Nieuwe nozzle': 0.0}"
onto MDL,100,50,0.2624251409965696,0.5376712328767124,0.17294520547945205,3.0,0.0,"{'Assen gesmeerd': 0.2, 'Feeder schoongemaakt': 1.6, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.2, 'Nieuwe nozzle': 1.0}"
onto MDL,100,100,0.058247725225011183,0.07705479452054795,0.7294520547945206,2.0,0.0,"{'Assen gesmeerd': 0.8, 'Nieuwe nozzle': 0.6, 'Feeder schoongemaakt': 0.6, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0}"
onto MDL,100000,0,0.30962263012390256,0.6078767123287672,0.010273972602739725,4.2,1.2,"{'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.4, 'Assen gesmeerd': 0.4, 'Feeder schoongemaakt': 0.6, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 1.6, 'Nieuwe TFM Coupler': 1.2, 'Nieuwe nozzle': 0.0}"
onto MDL,100000,50,0.2624251409965696,0.5376712328767124,0.17294520547945205,3.0,0.0,"{'Assen gesmeerd': 0.2, 'Feeder schoongemaakt': 1.6, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.2, 'Nieuwe nozzle': 1.0}"
onto MDL,100000,100,0.058247725225011183,0.07705479452054795,0.7294520547945206,2.0,0.0,"{'Assen gesmeerd': 0.8, 'Nieuwe nozzle': 0.6, 'Feeder schoongemaakt': 0.6, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0}"
onto grow,4,0,0.32484102800527287,0.6061643835616438,0.010273972602739725,4.8,1.2,"{'Vervangen Bambu Lab Hotend met geharde staal nozzle': 1.0, 'Assen gesmeerd': 0.4, 'Feeder schoongemaakt': 0.6, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 1.6, 'Nieuwe TFM Coupler': 1.2, 'Nieuwe nozzle': 0.0}"
onto grow,4,50,0.3001460150612125,0.6164383561643836,0.04794520547945205,3.4,0.2,"{'Assen gesmeerd': 0.2, 'Feeder schoongemaakt': 1.8, 'Nieuwe TFM Coupler': 0.2, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.2, 'Nieuwe nozzle': 1.0}"
onto grow,4,100,0.07024175945917434,0.0821917808219178,0.7294520547945206,2.6,0.0,"{'Assen gesmeerd': 1.0, 'Nieuwe nozzle': 0.6, 'Feeder schoongemaakt': 1.0, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0}"
onto grow,100,0,0.30272435245092205,0.6078767123287672,0.010273972602739725,4.8,1.2,"{'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.8, 'Assen gesmeerd': 0.4, 'Feeder schoongemaakt': 0.8, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 1.6, 'Nieuwe TFM Coupler': 1.2, 'Nieuwe nozzle': 0.0}"
onto grow,100,50,0.29273423146810695,0.6147260273972602,0.05650684931506849,3.2,0.0,"{'Assen gesmeerd': 0.2, 'Feeder schoongemaakt': 1.8, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.2, 'Nieuwe nozzle': 1.0}"
onto grow,100,100,0.07024175945917434,0.0821917808219178,0.7294520547945206,2.4,0.0,"{'Assen gesmeerd': 0.8, 'Nieuwe nozzle': 0.6, 'Feeder schoongemaakt': 1.0, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0}"
onto grow,100000,0,0.30272435245092205,0.6078767123287672,0.010273972602739725,4.8,1.2,"{'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.8, 'Assen gesmeerd': 0.4, 'Feeder schoongemaakt': 0.8, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 1.6, 'Nieuwe TFM Coupler': 1.2, 'Nieuwe nozzle': 0.0}"
onto grow,100000,50,0.29273423146810695,0.6147260273972602,0.05650684931506849,3.2,0.0,"{'Assen gesmeerd': 0.2, 'Feeder schoongemaakt': 1.8, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.2, 'Nieuwe nozzle': 1.0}"
onto grow,100000,100,0.07024175945917434,0.0821917808219178,0.7294520547945206,2.4,0.0,"{'Assen gesmeerd': 0.8, 'Nieuwe nozzle': 0.6, 'Feeder schoongemaakt': 1.0, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0}"
1 method lambda level f1_macro accuracy invalid_rate total_rules rare_rules rule_counts
2 onto MDL 4 0 0.30962263012390256 0.6078767123287672 0.010273972602739725 4.2 1.2 {'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.4, 'Assen gesmeerd': 0.4, 'Feeder schoongemaakt': 0.6, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 1.6, 'Nieuwe TFM Coupler': 1.2, 'Nieuwe nozzle': 0.0}
3 onto MDL 4 50 0.2624251409965696 0.5376712328767124 0.17294520547945205 3.0 0.0 {'Assen gesmeerd': 0.2, 'Feeder schoongemaakt': 1.6, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.2, 'Nieuwe nozzle': 1.0}
4 onto MDL 4 100 0.058247725225011183 0.07705479452054795 0.7294520547945206 2.0 0.0 {'Assen gesmeerd': 0.8, 'Nieuwe nozzle': 0.6, 'Feeder schoongemaakt': 0.6, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0}
5 onto MDL 100 0 0.30962263012390256 0.6078767123287672 0.010273972602739725 4.2 1.2 {'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.4, 'Assen gesmeerd': 0.4, 'Feeder schoongemaakt': 0.6, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 1.6, 'Nieuwe TFM Coupler': 1.2, 'Nieuwe nozzle': 0.0}
6 onto MDL 100 50 0.2624251409965696 0.5376712328767124 0.17294520547945205 3.0 0.0 {'Assen gesmeerd': 0.2, 'Feeder schoongemaakt': 1.6, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.2, 'Nieuwe nozzle': 1.0}
7 onto MDL 100 100 0.058247725225011183 0.07705479452054795 0.7294520547945206 2.0 0.0 {'Assen gesmeerd': 0.8, 'Nieuwe nozzle': 0.6, 'Feeder schoongemaakt': 0.6, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0}
8 onto MDL 100000 0 0.30962263012390256 0.6078767123287672 0.010273972602739725 4.2 1.2 {'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.4, 'Assen gesmeerd': 0.4, 'Feeder schoongemaakt': 0.6, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 1.6, 'Nieuwe TFM Coupler': 1.2, 'Nieuwe nozzle': 0.0}
9 onto MDL 100000 50 0.2624251409965696 0.5376712328767124 0.17294520547945205 3.0 0.0 {'Assen gesmeerd': 0.2, 'Feeder schoongemaakt': 1.6, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.2, 'Nieuwe nozzle': 1.0}
10 onto MDL 100000 100 0.058247725225011183 0.07705479452054795 0.7294520547945206 2.0 0.0 {'Assen gesmeerd': 0.8, 'Nieuwe nozzle': 0.6, 'Feeder schoongemaakt': 0.6, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0}
11 onto grow 4 0 0.32484102800527287 0.6061643835616438 0.010273972602739725 4.8 1.2 {'Vervangen Bambu Lab Hotend met geharde staal nozzle': 1.0, 'Assen gesmeerd': 0.4, 'Feeder schoongemaakt': 0.6, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 1.6, 'Nieuwe TFM Coupler': 1.2, 'Nieuwe nozzle': 0.0}
12 onto grow 4 50 0.3001460150612125 0.6164383561643836 0.04794520547945205 3.4 0.2 {'Assen gesmeerd': 0.2, 'Feeder schoongemaakt': 1.8, 'Nieuwe TFM Coupler': 0.2, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.2, 'Nieuwe nozzle': 1.0}
13 onto grow 4 100 0.07024175945917434 0.0821917808219178 0.7294520547945206 2.6 0.0 {'Assen gesmeerd': 1.0, 'Nieuwe nozzle': 0.6, 'Feeder schoongemaakt': 1.0, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0}
14 onto grow 100 0 0.30272435245092205 0.6078767123287672 0.010273972602739725 4.8 1.2 {'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.8, 'Assen gesmeerd': 0.4, 'Feeder schoongemaakt': 0.8, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 1.6, 'Nieuwe TFM Coupler': 1.2, 'Nieuwe nozzle': 0.0}
15 onto grow 100 50 0.29273423146810695 0.6147260273972602 0.05650684931506849 3.2 0.0 {'Assen gesmeerd': 0.2, 'Feeder schoongemaakt': 1.8, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.2, 'Nieuwe nozzle': 1.0}
16 onto grow 100 100 0.07024175945917434 0.0821917808219178 0.7294520547945206 2.4 0.0 {'Assen gesmeerd': 0.8, 'Nieuwe nozzle': 0.6, 'Feeder schoongemaakt': 1.0, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0}
17 onto grow 100000 0 0.30272435245092205 0.6078767123287672 0.010273972602739725 4.8 1.2 {'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.8, 'Assen gesmeerd': 0.4, 'Feeder schoongemaakt': 0.8, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 1.6, 'Nieuwe TFM Coupler': 1.2, 'Nieuwe nozzle': 0.0}
18 onto grow 100000 50 0.29273423146810695 0.6147260273972602 0.05650684931506849 3.2 0.0 {'Assen gesmeerd': 0.2, 'Feeder schoongemaakt': 1.8, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.2, 'Nieuwe nozzle': 1.0}
19 onto grow 100000 100 0.07024175945917434 0.0821917808219178 0.7294520547945206 2.4 0.0 {'Assen gesmeerd': 0.8, 'Nieuwe nozzle': 0.6, 'Feeder schoongemaakt': 1.0, 'Nieuwe TFM Coupler': 0.0, 'Vervangen Bambu Lab Compleet hotend met geharde staal nozzle': 0.0, 'Vervangen Bambu Lab Hotend met geharde staal nozzle': 0.0}

141
results/diagnostics/lambda_sweep.csv Normal file
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@ -0,0 +1,141 @@
method,percentage,run,lambda,total_rules,theory_dl,exception_bits,viol_count,viol_penalty,test_f1_macro
onto MDL,30,1,0,4,32.8,1554.9,0,0,0.3584755646583604
onto MDL,30,1,1,4,32.8,1554.9,0,0,0.3584755646583604
onto MDL,30,1,4,4,32.8,1554.9,0,0,0.3584755646583604
onto MDL,30,1,16,4,32.8,1554.9,0,0,0.3584755646583604
onto MDL,30,1,256,4,32.8,1554.9,0,0,0.3584755646583604
onto MDL,30,1,4096,4,32.8,1554.9,0,0,0.3584755646583604
onto MDL,30,1,100000,4,32.8,1554.9,0,0,0.3584755646583604
onto grow,30,1,0,4,32.8,1554.9,0,0,0.3584755646583604
onto grow,30,1,1,5,36.7,1548.3,0,0,0.35564602704621406
onto grow,30,1,4,5,36.7,1548.3,0,0,0.35564602704621406
onto grow,30,1,16,4,30.7,1558.9,2,32,0.31506962072050154
onto grow,30,1,256,4,30.7,1558.9,2,512,0.31506962072050154
onto grow,30,1,4096,4,30.7,1558.9,2,8192,0.31506962072050154
onto grow,30,1,100000,4,30.7,1558.9,2,200000,0.31506962072050154
onto MDL,30,2,0,2,18.8,1585.6,0,0,0.25115995115995116
onto MDL,30,2,1,2,18.8,1585.6,0,0,0.25115995115995116
onto MDL,30,2,4,2,18.8,1585.6,0,0,0.25115995115995116
onto MDL,30,2,16,2,18.8,1585.6,0,0,0.25115995115995116
onto MDL,30,2,256,2,18.8,1585.6,0,0,0.25115995115995116
onto MDL,30,2,4096,2,18.8,1585.6,0,0,0.25115995115995116
onto MDL,30,2,100000,2,18.8,1585.6,0,0,0.25115995115995116
onto grow,30,2,0,2,18.8,1585.6,0,0,0.25115995115995116
onto grow,30,2,1,3,24.4,1574.4,2,2,0.3051442474800139
onto grow,30,2,4,4,32.2,1569.6,0,0,0.35449106637561645
onto grow,30,2,16,4,32.2,1569.6,0,0,0.35449106637561645
onto grow,30,2,256,4,32.2,1569.6,0,0,0.35449106637561645
onto grow,30,2,4096,4,32.2,1569.6,0,0,0.35449106637561645
onto grow,30,2,100000,4,32.2,1569.6,0,0,0.35449106637561645
onto MDL,30,3,0,6,56.1,1536.1,58,0,0.264654640764724
onto MDL,30,3,1,4,37.1,1556.7,1,1,0.3069881648264415
onto MDL,30,3,4,3,29.7,1557.8,0,0,0.28566066066066065
onto MDL,30,3,16,4,37.5,1549.6,0,0,0.284297052154195
onto MDL,30,3,256,3,29.7,1563.9,0,0,0.2063131313131313
onto MDL,30,3,4096,3,29.7,1563.9,0,0,0.2063131313131313
onto MDL,30,3,100000,3,29.7,1563.9,0,0,0.2063131313131313
onto grow,30,3,0,6,56.1,1536.1,58,0,0.264654640764724
onto grow,30,3,1,6,52.7,1535.3,1,1,0.3774246257642842
onto grow,30,3,4,6,52.7,1535.3,1,4,0.3774246257642842
onto grow,30,3,16,4,39.2,1557.7,0,0,0.28162037037037035
onto grow,30,3,256,4,39.2,1557.7,0,0,0.28162037037037035
onto grow,30,3,4096,4,39.2,1557.7,0,0,0.28162037037037035
onto grow,30,3,100000,4,39.2,1557.7,0,0,0.28162037037037035
onto MDL,30,4,0,4,39.2,1562.7,0,0,0.3914504024310916
onto MDL,30,4,1,4,39.2,1562.7,0,0,0.3914504024310916
onto MDL,30,4,4,4,39.2,1562.7,0,0,0.3914504024310916
onto MDL,30,4,16,4,39.2,1562.7,0,0,0.3914504024310916
onto MDL,30,4,256,4,39.2,1562.7,0,0,0.3914504024310916
onto MDL,30,4,4096,4,39.2,1562.7,0,0,0.3914504024310916
onto MDL,30,4,100000,4,39.2,1562.7,0,0,0.3914504024310916
onto grow,30,4,0,4,39.2,1562.7,0,0,0.3914504024310916
onto grow,30,4,1,4,33.9,1566.0,0,0,0.39830624498816714
onto grow,30,4,4,3,28.3,1576.1,0,0,0.31149301825993553
onto grow,30,4,16,3,25.1,1576.1,0,0,0.31149301825993553
onto grow,30,4,256,3,25.1,1576.1,0,0,0.31149301825993553
onto grow,30,4,4096,3,25.1,1576.1,0,0,0.31149301825993553
onto grow,30,4,100000,3,25.1,1576.1,0,0,0.31149301825993553
onto MDL,30,5,0,4,34.3,1573.5,16,0,0.25187998124706984
onto MDL,30,5,1,3,26.5,1581.5,0,0,0.2524074074074074
onto MDL,30,5,4,3,26.5,1581.5,0,0,0.2524074074074074
onto MDL,30,5,16,3,26.5,1581.5,0,0,0.2524074074074074
onto MDL,30,5,256,3,26.5,1581.5,0,0,0.2524074074074074
onto MDL,30,5,4096,3,26.5,1581.5,0,0,0.2524074074074074
onto MDL,30,5,100000,3,26.5,1581.5,0,0,0.2524074074074074
onto grow,30,5,0,4,34.3,1573.5,16,0,0.25187998124706984
onto grow,30,5,1,3,26.5,1581.5,0,0,0.2524074074074074
onto grow,30,5,4,3,26.5,1581.5,0,0,0.2524074074074074
onto grow,30,5,16,2,18.8,1590.2,0,0,0.19825494205862304
onto grow,30,5,256,2,18.8,1590.2,0,0,0.19825494205862304
onto grow,30,5,4096,2,18.8,1590.2,0,0,0.19825494205862304
onto grow,30,5,100000,2,18.8,1590.2,0,0,0.19825494205862304
onto MDL,50,1,0,5,38.5,1540.1,69,0,0.27342995169082124
onto MDL,50,1,1,4,34.3,1598.9,2,2,0.2897486946762309
onto MDL,50,1,4,3,23.3,1609.1,0,0,0.24027940220922675
onto MDL,50,1,16,3,23.3,1609.1,0,0,0.24027940220922675
onto MDL,50,1,256,3,23.3,1609.1,0,0,0.24027940220922675
onto MDL,50,1,4096,3,23.3,1609.1,0,0,0.24027940220922675
onto MDL,50,1,100000,3,23.3,1609.1,0,0,0.24027940220922675
onto grow,50,1,0,5,38.5,1540.1,69,0,0.27342995169082124
onto grow,50,1,1,4,32.8,1599.5,0,0,0.27518661216712853
onto grow,50,1,4,4,32.8,1599.5,0,0,0.27518661216712853
onto grow,50,1,16,3,25.1,1621.3,0,0,0.24922360248447206
onto grow,50,1,256,3,25.1,1621.3,0,0,0.24922360248447206
onto grow,50,1,4096,3,25.1,1621.3,0,0,0.24922360248447206
onto grow,50,1,100000,3,25.1,1621.3,0,0,0.24922360248447206
onto MDL,50,2,0,3,27.6,1520.8,64,0,0.18121057620028105
onto MDL,50,2,1,3,30.0,1556.0,0,0,0.22781469176818014
onto MDL,50,2,4,2,18.8,1561.2,0,0,0.23402255639097747
onto MDL,50,2,16,2,18.8,1561.2,0,0,0.23402255639097747
onto MDL,50,2,256,2,18.8,1561.2,0,0,0.23402255639097747
onto MDL,50,2,4096,2,18.8,1561.2,0,0,0.23402255639097747
onto MDL,50,2,100000,2,18.8,1561.2,0,0,0.23402255639097747
onto grow,50,2,0,3,27.6,1520.8,64,0,0.18121057620028105
onto grow,50,2,1,2,18.8,1561.2,0,0,0.23402255639097747
onto grow,50,2,4,2,17.3,1561.2,0,0,0.23402255639097747
onto grow,50,2,16,2,17.3,1561.2,0,0,0.23402255639097747
onto grow,50,2,256,2,17.3,1561.2,0,0,0.23402255639097747
onto grow,50,2,4096,2,17.3,1561.2,0,0,0.23402255639097747
onto grow,50,2,100000,2,17.3,1561.2,0,0,0.23402255639097747
onto MDL,50,3,0,8,68.6,1476.4,215,0,0.13616600671714402
onto MDL,50,3,1,6,54.8,1541.3,0,0,0.28809351933144733
onto MDL,50,3,4,4,35.4,1546.9,0,0,0.3181476794922173
onto MDL,50,3,16,4,35.4,1546.9,0,0,0.3181476794922173
onto MDL,50,3,256,4,35.4,1546.9,0,0,0.3181476794922173
onto MDL,50,3,4096,4,35.4,1546.9,0,0,0.3181476794922173
onto MDL,50,3,100000,4,35.4,1546.9,0,0,0.3181476794922173
onto grow,50,3,0,8,68.6,1476.4,215,0,0.13616600671714402
onto grow,50,3,1,6,53.1,1541.3,0,0,0.28809351933144733
onto grow,50,3,4,4,35.4,1546.9,0,0,0.3181476794922173
onto grow,50,3,16,4,35.4,1546.9,0,0,0.3181476794922173
onto grow,50,3,256,4,35.4,1546.9,0,0,0.3181476794922173
onto grow,50,3,4096,4,35.4,1546.9,0,0,0.3181476794922173
onto grow,50,3,100000,4,35.4,1546.9,0,0,0.3181476794922173
onto MDL,50,4,0,6,53.6,1501.7,53,0,0.32713898567557104
onto MDL,50,4,1,4,36.3,1541.0,0,0,0.3390746369469773
onto MDL,50,4,4,4,39.0,1556.0,0,0,0.2846620205110771
onto MDL,50,4,16,4,39.0,1556.0,0,0,0.2846620205110771
onto MDL,50,4,256,4,39.0,1556.0,0,0,0.2846620205110771
onto MDL,50,4,4096,4,39.0,1556.0,0,0,0.2846620205110771
onto MDL,50,4,100000,4,39.0,1556.0,0,0,0.2846620205110771
onto grow,50,4,0,6,53.6,1501.7,53,0,0.32713898567557104
onto grow,50,4,1,5,48.5,1544.6,0,0,0.3390746369469773
onto grow,50,4,4,5,44.1,1546.3,0,0,0.3390746369469773
onto grow,50,4,16,5,44.1,1546.3,0,0,0.3390746369469773
onto grow,50,4,256,5,44.1,1546.3,0,0,0.3390746369469773
onto grow,50,4,4096,5,44.1,1546.3,0,0,0.3390746369469773
onto grow,50,4,100000,5,44.1,1546.3,0,0,0.3390746369469773
onto MDL,50,5,0,3,22.3,1527.4,64,0,0.19813218390804596
onto MDL,50,5,1,2,16.6,1576.0,0,0,0.25964012041598244
onto MDL,50,5,4,2,20.5,1596.1,0,0,0.18455387205387205
onto MDL,50,5,16,2,20.5,1596.1,0,0,0.18455387205387205
onto MDL,50,5,256,2,20.5,1596.1,0,0,0.18455387205387205
onto MDL,50,5,4096,2,20.5,1596.1,0,0,0.18455387205387205
onto MDL,50,5,100000,2,20.5,1596.1,0,0,0.18455387205387205
onto grow,50,5,0,3,22.3,1527.4,64,0,0.19813218390804596
onto grow,50,5,1,2,16.6,1576.0,0,0,0.25964012041598244
onto grow,50,5,4,2,16.6,1576.0,0,0,0.25964012041598244
onto grow,50,5,16,2,16.6,1576.0,0,0,0.25964012041598244
onto grow,50,5,256,2,16.6,1576.0,0,0,0.25964012041598244
onto grow,50,5,4096,2,16.6,1576.0,0,0,0.25964012041598244
onto grow,50,5,100000,2,16.6,1576.0,0,0,0.25964012041598244
1 method percentage run lambda total_rules theory_dl exception_bits viol_count viol_penalty test_f1_macro
2 onto MDL 30 1 0 4 32.8 1554.9 0 0 0.3584755646583604
3 onto MDL 30 1 1 4 32.8 1554.9 0 0 0.3584755646583604
4 onto MDL 30 1 4 4 32.8 1554.9 0 0 0.3584755646583604
5 onto MDL 30 1 16 4 32.8 1554.9 0 0 0.3584755646583604
6 onto MDL 30 1 256 4 32.8 1554.9 0 0 0.3584755646583604
7 onto MDL 30 1 4096 4 32.8 1554.9 0 0 0.3584755646583604
8 onto MDL 30 1 100000 4 32.8 1554.9 0 0 0.3584755646583604
9 onto grow 30 1 0 4 32.8 1554.9 0 0 0.3584755646583604
10 onto grow 30 1 1 5 36.7 1548.3 0 0 0.35564602704621406
11 onto grow 30 1 4 5 36.7 1548.3 0 0 0.35564602704621406
12 onto grow 30 1 16 4 30.7 1558.9 2 32 0.31506962072050154
13 onto grow 30 1 256 4 30.7 1558.9 2 512 0.31506962072050154
14 onto grow 30 1 4096 4 30.7 1558.9 2 8192 0.31506962072050154
15 onto grow 30 1 100000 4 30.7 1558.9 2 200000 0.31506962072050154
16 onto MDL 30 2 0 2 18.8 1585.6 0 0 0.25115995115995116
17 onto MDL 30 2 1 2 18.8 1585.6 0 0 0.25115995115995116
18 onto MDL 30 2 4 2 18.8 1585.6 0 0 0.25115995115995116
19 onto MDL 30 2 16 2 18.8 1585.6 0 0 0.25115995115995116
20 onto MDL 30 2 256 2 18.8 1585.6 0 0 0.25115995115995116
21 onto MDL 30 2 4096 2 18.8 1585.6 0 0 0.25115995115995116
22 onto MDL 30 2 100000 2 18.8 1585.6 0 0 0.25115995115995116
23 onto grow 30 2 0 2 18.8 1585.6 0 0 0.25115995115995116
24 onto grow 30 2 1 3 24.4 1574.4 2 2 0.3051442474800139
25 onto grow 30 2 4 4 32.2 1569.6 0 0 0.35449106637561645
26 onto grow 30 2 16 4 32.2 1569.6 0 0 0.35449106637561645
27 onto grow 30 2 256 4 32.2 1569.6 0 0 0.35449106637561645
28 onto grow 30 2 4096 4 32.2 1569.6 0 0 0.35449106637561645
29 onto grow 30 2 100000 4 32.2 1569.6 0 0 0.35449106637561645
30 onto MDL 30 3 0 6 56.1 1536.1 58 0 0.264654640764724
31 onto MDL 30 3 1 4 37.1 1556.7 1 1 0.3069881648264415
32 onto MDL 30 3 4 3 29.7 1557.8 0 0 0.28566066066066065
33 onto MDL 30 3 16 4 37.5 1549.6 0 0 0.284297052154195
34 onto MDL 30 3 256 3 29.7 1563.9 0 0 0.2063131313131313
35 onto MDL 30 3 4096 3 29.7 1563.9 0 0 0.2063131313131313
36 onto MDL 30 3 100000 3 29.7 1563.9 0 0 0.2063131313131313
37 onto grow 30 3 0 6 56.1 1536.1 58 0 0.264654640764724
38 onto grow 30 3 1 6 52.7 1535.3 1 1 0.3774246257642842
39 onto grow 30 3 4 6 52.7 1535.3 1 4 0.3774246257642842
40 onto grow 30 3 16 4 39.2 1557.7 0 0 0.28162037037037035
41 onto grow 30 3 256 4 39.2 1557.7 0 0 0.28162037037037035
42 onto grow 30 3 4096 4 39.2 1557.7 0 0 0.28162037037037035
43 onto grow 30 3 100000 4 39.2 1557.7 0 0 0.28162037037037035
44 onto MDL 30 4 0 4 39.2 1562.7 0 0 0.3914504024310916
45 onto MDL 30 4 1 4 39.2 1562.7 0 0 0.3914504024310916
46 onto MDL 30 4 4 4 39.2 1562.7 0 0 0.3914504024310916
47 onto MDL 30 4 16 4 39.2 1562.7 0 0 0.3914504024310916
48 onto MDL 30 4 256 4 39.2 1562.7 0 0 0.3914504024310916
49 onto MDL 30 4 4096 4 39.2 1562.7 0 0 0.3914504024310916
50 onto MDL 30 4 100000 4 39.2 1562.7 0 0 0.3914504024310916
51 onto grow 30 4 0 4 39.2 1562.7 0 0 0.3914504024310916
52 onto grow 30 4 1 4 33.9 1566.0 0 0 0.39830624498816714
53 onto grow 30 4 4 3 28.3 1576.1 0 0 0.31149301825993553
54 onto grow 30 4 16 3 25.1 1576.1 0 0 0.31149301825993553
55 onto grow 30 4 256 3 25.1 1576.1 0 0 0.31149301825993553
56 onto grow 30 4 4096 3 25.1 1576.1 0 0 0.31149301825993553
57 onto grow 30 4 100000 3 25.1 1576.1 0 0 0.31149301825993553
58 onto MDL 30 5 0 4 34.3 1573.5 16 0 0.25187998124706984
59 onto MDL 30 5 1 3 26.5 1581.5 0 0 0.2524074074074074
60 onto MDL 30 5 4 3 26.5 1581.5 0 0 0.2524074074074074
61 onto MDL 30 5 16 3 26.5 1581.5 0 0 0.2524074074074074
62 onto MDL 30 5 256 3 26.5 1581.5 0 0 0.2524074074074074
63 onto MDL 30 5 4096 3 26.5 1581.5 0 0 0.2524074074074074
64 onto MDL 30 5 100000 3 26.5 1581.5 0 0 0.2524074074074074
65 onto grow 30 5 0 4 34.3 1573.5 16 0 0.25187998124706984
66 onto grow 30 5 1 3 26.5 1581.5 0 0 0.2524074074074074
67 onto grow 30 5 4 3 26.5 1581.5 0 0 0.2524074074074074
68 onto grow 30 5 16 2 18.8 1590.2 0 0 0.19825494205862304
69 onto grow 30 5 256 2 18.8 1590.2 0 0 0.19825494205862304
70 onto grow 30 5 4096 2 18.8 1590.2 0 0 0.19825494205862304
71 onto grow 30 5 100000 2 18.8 1590.2 0 0 0.19825494205862304
72 onto MDL 50 1 0 5 38.5 1540.1 69 0 0.27342995169082124
73 onto MDL 50 1 1 4 34.3 1598.9 2 2 0.2897486946762309
74 onto MDL 50 1 4 3 23.3 1609.1 0 0 0.24027940220922675
75 onto MDL 50 1 16 3 23.3 1609.1 0 0 0.24027940220922675
76 onto MDL 50 1 256 3 23.3 1609.1 0 0 0.24027940220922675
77 onto MDL 50 1 4096 3 23.3 1609.1 0 0 0.24027940220922675
78 onto MDL 50 1 100000 3 23.3 1609.1 0 0 0.24027940220922675
79 onto grow 50 1 0 5 38.5 1540.1 69 0 0.27342995169082124
80 onto grow 50 1 1 4 32.8 1599.5 0 0 0.27518661216712853
81 onto grow 50 1 4 4 32.8 1599.5 0 0 0.27518661216712853
82 onto grow 50 1 16 3 25.1 1621.3 0 0 0.24922360248447206
83 onto grow 50 1 256 3 25.1 1621.3 0 0 0.24922360248447206
84 onto grow 50 1 4096 3 25.1 1621.3 0 0 0.24922360248447206
85 onto grow 50 1 100000 3 25.1 1621.3 0 0 0.24922360248447206
86 onto MDL 50 2 0 3 27.6 1520.8 64 0 0.18121057620028105
87 onto MDL 50 2 1 3 30.0 1556.0 0 0 0.22781469176818014
88 onto MDL 50 2 4 2 18.8 1561.2 0 0 0.23402255639097747
89 onto MDL 50 2 16 2 18.8 1561.2 0 0 0.23402255639097747
90 onto MDL 50 2 256 2 18.8 1561.2 0 0 0.23402255639097747
91 onto MDL 50 2 4096 2 18.8 1561.2 0 0 0.23402255639097747
92 onto MDL 50 2 100000 2 18.8 1561.2 0 0 0.23402255639097747
93 onto grow 50 2 0 3 27.6 1520.8 64 0 0.18121057620028105
94 onto grow 50 2 1 2 18.8 1561.2 0 0 0.23402255639097747
95 onto grow 50 2 4 2 17.3 1561.2 0 0 0.23402255639097747
96 onto grow 50 2 16 2 17.3 1561.2 0 0 0.23402255639097747
97 onto grow 50 2 256 2 17.3 1561.2 0 0 0.23402255639097747
98 onto grow 50 2 4096 2 17.3 1561.2 0 0 0.23402255639097747
99 onto grow 50 2 100000 2 17.3 1561.2 0 0 0.23402255639097747
100 onto MDL 50 3 0 8 68.6 1476.4 215 0 0.13616600671714402
101 onto MDL 50 3 1 6 54.8 1541.3 0 0 0.28809351933144733
102 onto MDL 50 3 4 4 35.4 1546.9 0 0 0.3181476794922173
103 onto MDL 50 3 16 4 35.4 1546.9 0 0 0.3181476794922173
104 onto MDL 50 3 256 4 35.4 1546.9 0 0 0.3181476794922173
105 onto MDL 50 3 4096 4 35.4 1546.9 0 0 0.3181476794922173
106 onto MDL 50 3 100000 4 35.4 1546.9 0 0 0.3181476794922173
107 onto grow 50 3 0 8 68.6 1476.4 215 0 0.13616600671714402
108 onto grow 50 3 1 6 53.1 1541.3 0 0 0.28809351933144733
109 onto grow 50 3 4 4 35.4 1546.9 0 0 0.3181476794922173
110 onto grow 50 3 16 4 35.4 1546.9 0 0 0.3181476794922173
111 onto grow 50 3 256 4 35.4 1546.9 0 0 0.3181476794922173
112 onto grow 50 3 4096 4 35.4 1546.9 0 0 0.3181476794922173
113 onto grow 50 3 100000 4 35.4 1546.9 0 0 0.3181476794922173
114 onto MDL 50 4 0 6 53.6 1501.7 53 0 0.32713898567557104
115 onto MDL 50 4 1 4 36.3 1541.0 0 0 0.3390746369469773
116 onto MDL 50 4 4 4 39.0 1556.0 0 0 0.2846620205110771
117 onto MDL 50 4 16 4 39.0 1556.0 0 0 0.2846620205110771
118 onto MDL 50 4 256 4 39.0 1556.0 0 0 0.2846620205110771
119 onto MDL 50 4 4096 4 39.0 1556.0 0 0 0.2846620205110771
120 onto MDL 50 4 100000 4 39.0 1556.0 0 0 0.2846620205110771
121 onto grow 50 4 0 6 53.6 1501.7 53 0 0.32713898567557104
122 onto grow 50 4 1 5 48.5 1544.6 0 0 0.3390746369469773
123 onto grow 50 4 4 5 44.1 1546.3 0 0 0.3390746369469773
124 onto grow 50 4 16 5 44.1 1546.3 0 0 0.3390746369469773
125 onto grow 50 4 256 5 44.1 1546.3 0 0 0.3390746369469773
126 onto grow 50 4 4096 5 44.1 1546.3 0 0 0.3390746369469773
127 onto grow 50 4 100000 5 44.1 1546.3 0 0 0.3390746369469773
128 onto MDL 50 5 0 3 22.3 1527.4 64 0 0.19813218390804596
129 onto MDL 50 5 1 2 16.6 1576.0 0 0 0.25964012041598244
130 onto MDL 50 5 4 2 20.5 1596.1 0 0 0.18455387205387205
131 onto MDL 50 5 16 2 20.5 1596.1 0 0 0.18455387205387205
132 onto MDL 50 5 256 2 20.5 1596.1 0 0 0.18455387205387205
133 onto MDL 50 5 4096 2 20.5 1596.1 0 0 0.18455387205387205
134 onto MDL 50 5 100000 2 20.5 1596.1 0 0 0.18455387205387205
135 onto grow 50 5 0 3 22.3 1527.4 64 0 0.19813218390804596
136 onto grow 50 5 1 2 16.6 1576.0 0 0 0.25964012041598244
137 onto grow 50 5 4 2 16.6 1576.0 0 0 0.25964012041598244
138 onto grow 50 5 16 2 16.6 1576.0 0 0 0.25964012041598244
139 onto grow 50 5 256 2 16.6 1576.0 0 0 0.25964012041598244
140 onto grow 50 5 4096 2 16.6 1576.0 0 0 0.25964012041598244
141 onto grow 50 5 100000 2 16.6 1576.0 0 0 0.25964012041598244

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