habit project model result

	A	B	C
1	Model resuts for variables including assignment_a variable but without current habits . These are coefficients for ridge and lasso models setting practicedays (a variable from 0 to 7 indicating how many days out of the last 7 they performed their habit) as target variable normalizing the independent variables to be z-scores but NOT normalizing the dependent variable. Using KFold to split data where n_splits was set to 5. Indicating an 80-20 percent data splits for train and hold-out (test) sample set respectively. Alpha ranges from 0.00001 to 100,000, each step an exponential increase in multiples of 2.	Ridge	Lasso
2	train sample size (n)	216	216
3	test sample size	54	54
4	alpha	335.54432	0.16384
5	trainScore R^2	0.20023	0.18135
6	foldScore R^2	0.10844	0.09056

7	motivation	0.1641979196	0.2880552041
8	motivationToStartNewHAbits	0.1308700583	0.2003179949
9	moreEnergyThanOthersMyAge	0.1125145654	0.1921846203
10	supressionScore	0.1112603179	0.1239301158
11	GroupAssignement_a	0.08498358698	0.05150829596
12	agreeableness	0.08970579225	0.04079161734
13	conscientiousness	0.0844105322	0.03503200043
14	reappraisalScore	0.07239974487	0.02422418765
15	stability	0.08248564487	0.02172397288
16	openness	0.07840864056	0.02105309348
17	habitsFormed	0.06676896423	0.01677044933
18	supportNetwork	0.07054686877	0.004242817436
19	fixedMindsetScore	0.05378691066	0
20	sensationSeekingScore	0.05193929767	0
21	age	0.04444732229	0
22	willpowerScore	0.0372168652	0
23	isEmployed	0.03689316015	0
24	householdIncomeScore	0.02982846129	0
25	stressorLifeEvents	0.02594628869	0
26	medicalConditionSeverity	0.01834547666	0
27	identifiesAsDepressed	0.00161140594	0
28	minutesReading	-0.003803366596	0
29	homeUrbannessScore	-0.009826995482	0
30	slowFastApproach	-0.01248671912	0
31	extraversion	-0.02484451834	0
32	educationScore	-0.03933847188	0
33	freeHoursPerDayEstimate	-0.04368733871	0
34	children	-0.06321476375	0
35	currentlyInARelationship	-0.0595829131	-0.000252014732
36	personalFreedom	-0.08193414498	-0.01925595823
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