SMLHomework/results/experimentDTMinImpurityDecrease.csv

1		Measure	Value	MinImpurityDecrease
2	0	Accuracy	0.9583632447954056	0.0%
3	1	F1Score	0.8473684210526314	0.0%
4	2	Accuracy	0.9310839913854989	0.5%
5	3	F1Score	0.7587939698492463	0.5%
6	4	Accuracy	0.9339554917444365	1.0%
7	5	F1Score	0.7444444444444445	1.0%
8	6	Accuracy	0.9167264895908112	1.5%
9	7	F1Score	0.6979166666666666	1.5%
10	8	Accuracy	0.908829863603733	2.0%
11	9	F1Score	0.6576819407008087	2.0%
12	10	Accuracy	0.908829863603733	2.5%
13	11	F1Score	0.6576819407008087	2.5%
14	12	Accuracy	0.908829863603733	3.0%
15	13	F1Score	0.6576819407008087	3.0%
16	14	Accuracy	0.908829863603733	3.5%
17	15	F1Score	0.6576819407008087	3.5%
18	16	Accuracy	0.8786791098348887	4.0%
19	17	F1Score	0.48318042813455664	4.0%
20	18	Accuracy	0.8786791098348887	4.5%
21	19	F1Score	0.48318042813455664	4.5%
22	20	Accuracy	0.8671931083991385	5.0%
23	21	F1Score	0.0	5.0%
24	22	Accuracy	0.8671931083991385	5.5%
25	23	F1Score	0.0	5.5%
26	24	Accuracy	0.8671931083991385	6.0%
27	25	F1Score	0.0	6.0%
28	26	Accuracy	0.9633883704235463	0.0%
29	27	F1Score	0.8654353562005278	0.0%
30	28	Accuracy	0.9332376166547021	0.5%
31	29	F1Score	0.7645569620253164	0.5%
32	30	Accuracy	0.9339554917444365	1.0%
33	31	F1Score	0.7444444444444445	1.0%
34	32	Accuracy	0.9167264895908112	1.5%
35	33	F1Score	0.6979166666666666	1.5%
36	34	Accuracy	0.908829863603733	2.0%
37	35	F1Score	0.6576819407008087	2.0%
38	36	Accuracy	0.908829863603733	2.5%
39	37	F1Score	0.6576819407008087	2.5%
40	38	Accuracy	0.908829863603733	3.0%
41	39	F1Score	0.6576819407008087	3.0%
42	40	Accuracy	0.908829863603733	3.5%
43	41	F1Score	0.6576819407008087	3.5%
44	42	Accuracy	0.8786791098348887	4.0%
45	43	F1Score	0.48318042813455664	4.0%
46	44	Accuracy	0.8786791098348887	4.5%
47	45	F1Score	0.48318042813455664	4.5%
48	46	Accuracy	0.8671931083991385	5.0%
49	47	F1Score	0.0	5.0%
50	48	Accuracy	0.8671931083991385	5.5%
51	49	F1Score	0.0	5.5%
52	50	Accuracy	0.8671931083991385	6.0%
53	51	F1Score	0.0	6.0%
54	52	Accuracy	0.964824120603015	0.0%
55	53	F1Score	0.8693333333333333	0.0%
56	54	Accuracy	0.9332376166547021	0.5%
57	55	F1Score	0.7645569620253164	0.5%
58	56	Accuracy	0.9339554917444365	1.0%
59	57	F1Score	0.7444444444444445	1.0%
60	58	Accuracy	0.9167264895908112	1.5%
61	59	F1Score	0.6979166666666666	1.5%
62	60	Accuracy	0.908829863603733	2.0%
63	61	F1Score	0.6576819407008087	2.0%
64	62	Accuracy	0.908829863603733	2.5%
65	63	F1Score	0.6576819407008087	2.5%
66	64	Accuracy	0.908829863603733	3.0%
67	65	F1Score	0.6576819407008087	3.0%
68	66	Accuracy	0.908829863603733	3.5%
69	67	F1Score	0.6576819407008087	3.5%
70	68	Accuracy	0.8786791098348887	4.0%
71	69	F1Score	0.48318042813455664	4.0%
72	70	Accuracy	0.8786791098348887	4.5%
73	71	F1Score	0.48318042813455664	4.5%
74	72	Accuracy	0.8671931083991385	5.0%
75	73	F1Score	0.0	5.0%
76	74	Accuracy	0.8671931083991385	5.5%
77	75	F1Score	0.0	5.5%
78	76	Accuracy	0.8671931083991385	6.0%
79	77	F1Score	0.0	6.0%
80	78	Accuracy	0.9705671213208902	0.0%
81	79	F1Score	0.888888888888889	0.0%
82	80	Accuracy	0.9310839913854989	0.5%
83	81	F1Score	0.7587939698492463	0.5%
84	82	Accuracy	0.9339554917444365	1.0%
85	83	F1Score	0.7444444444444445	1.0%
86	84	Accuracy	0.9167264895908112	1.5%
87	85	F1Score	0.6979166666666666	1.5%
88	86	Accuracy	0.908829863603733	2.0%
89	87	F1Score	0.6576819407008087	2.0%
90	88	Accuracy	0.908829863603733	2.5%
91	89	F1Score	0.6576819407008087	2.5%
92	90	Accuracy	0.908829863603733	3.0%
93	91	F1Score	0.6576819407008087	3.0%
94	92	Accuracy	0.908829863603733	3.5%
95	93	F1Score	0.6576819407008087	3.5%
96	94	Accuracy	0.8786791098348887	4.0%
97	95	F1Score	0.48318042813455664	4.0%
98	96	Accuracy	0.8786791098348887	4.5%
99	97	F1Score	0.48318042813455664	4.5%
100	98	Accuracy	0.8671931083991385	5.0%
101	99	F1Score	0.0	5.0%
102	100	Accuracy	0.8671931083991385	5.5%
103	101	F1Score	0.0	5.5%
104	102	Accuracy	0.8671931083991385	6.0%
105	103	F1Score	0.0	6.0%
106	104	Accuracy	0.964824120603015	0.0%
107	105	F1Score	0.870026525198939	0.0%
108	106	Accuracy	0.9310839913854989	0.5%
109	107	F1Score	0.7587939698492463	0.5%
110	108	Accuracy	0.9339554917444365	1.0%
111	109	F1Score	0.7444444444444445	1.0%
112	110	Accuracy	0.9167264895908112	1.5%
113	111	F1Score	0.6979166666666666	1.5%
114	112	Accuracy	0.908829863603733	2.0%
115	113	F1Score	0.6576819407008087	2.0%
116	114	Accuracy	0.908829863603733	2.5%
117	115	F1Score	0.6576819407008087	2.5%
118	116	Accuracy	0.908829863603733	3.0%
119	117	F1Score	0.6576819407008087	3.0%
120	118	Accuracy	0.908829863603733	3.5%
121	119	F1Score	0.6576819407008087	3.5%
122	120	Accuracy	0.8786791098348887	4.0%
123	121	F1Score	0.48318042813455664	4.0%
124	122	Accuracy	0.8786791098348887	4.5%
125	123	F1Score	0.48318042813455664	4.5%
126	124	Accuracy	0.8671931083991385	5.0%
127	125	F1Score	0.0	5.0%
128	126	Accuracy	0.8671931083991385	5.5%
129	127	F1Score	0.0	5.5%
130	128	Accuracy	0.8671931083991385	6.0%
131	129	F1Score	0.0	6.0%
132	130	Accuracy	0.9633883704235463	0.0%
133	131	F1Score	0.8661417322834645	0.0%
134	132	Accuracy	0.9310839913854989	0.5%
135	133	F1Score	0.7587939698492463	0.5%
136	134	Accuracy	0.9339554917444365	1.0%
137	135	F1Score	0.7444444444444445	1.0%
138	136	Accuracy	0.9167264895908112	1.5%
139	137	F1Score	0.6979166666666666	1.5%
140	138	Accuracy	0.908829863603733	2.0%
141	139	F1Score	0.6576819407008087	2.0%
142	140	Accuracy	0.908829863603733	2.5%
143	141	F1Score	0.6576819407008087	2.5%
144	142	Accuracy	0.908829863603733	3.0%
145	143	F1Score	0.6576819407008087	3.0%
146	144	Accuracy	0.908829863603733	3.5%
147	145	F1Score	0.6576819407008087	3.5%
148	146	Accuracy	0.8786791098348887	4.0%
149	147	F1Score	0.48318042813455664	4.0%
150	148	Accuracy	0.8786791098348887	4.5%
151	149	F1Score	0.48318042813455664	4.5%
152	150	Accuracy	0.8671931083991385	5.0%
153	151	F1Score	0.0	5.0%
154	152	Accuracy	0.8671931083991385	5.5%
155	153	F1Score	0.0	5.5%
156	154	Accuracy	0.8671931083991385	6.0%
157	155	F1Score	0.0	6.0%
158	156	Accuracy	0.9626704953338119	0.0%
159	157	F1Score	0.8609625668449198	0.0%
160	158	Accuracy	0.9332376166547021	0.5%
161	159	F1Score	0.7645569620253164	0.5%
162	160	Accuracy	0.9339554917444365	1.0%
163	161	F1Score	0.7444444444444445	1.0%
164	162	Accuracy	0.9167264895908112	1.5%
165	163	F1Score	0.6979166666666666	1.5%
166	164	Accuracy	0.908829863603733	2.0%
167	165	F1Score	0.6576819407008087	2.0%
168	166	Accuracy	0.908829863603733	2.5%
169	167	F1Score	0.6576819407008087	2.5%
170	168	Accuracy	0.908829863603733	3.0%
171	169	F1Score	0.6576819407008087	3.0%
172	170	Accuracy	0.908829863603733	3.5%
173	171	F1Score	0.6576819407008087	3.5%
174	172	Accuracy	0.8786791098348887	4.0%
175	173	F1Score	0.48318042813455664	4.0%
176	174	Accuracy	0.8786791098348887	4.5%
177	175	F1Score	0.48318042813455664	4.5%
178	176	Accuracy	0.8671931083991385	5.0%
179	177	F1Score	0.0	5.0%
180	178	Accuracy	0.8671931083991385	5.5%
181	179	F1Score	0.0	5.5%
182	180	Accuracy	0.8671931083991385	6.0%
183	181	F1Score	0.0	6.0%
184	182	Accuracy	0.9633883704235463	0.0%
185	183	F1Score	0.8625336927223719	0.0%
186	184	Accuracy	0.9310839913854989	0.5%
187	185	F1Score	0.7587939698492463	0.5%
188	186	Accuracy	0.9339554917444365	1.0%
189	187	F1Score	0.7444444444444445	1.0%
190	188	Accuracy	0.9167264895908112	1.5%
191	189	F1Score	0.6979166666666666	1.5%
192	190	Accuracy	0.908829863603733	2.0%
193	191	F1Score	0.6576819407008087	2.0%
194	192	Accuracy	0.908829863603733	2.5%
195	193	F1Score	0.6576819407008087	2.5%
196	194	Accuracy	0.908829863603733	3.0%
197	195	F1Score	0.6576819407008087	3.0%
198	196	Accuracy	0.908829863603733	3.5%
199	197	F1Score	0.6576819407008087	3.5%
200	198	Accuracy	0.8786791098348887	4.0%
201	199	F1Score	0.48318042813455664	4.0%
202	200	Accuracy	0.8786791098348887	4.5%
203	201	F1Score	0.48318042813455664	4.5%
204	202	Accuracy	0.8671931083991385	5.0%
205	203	F1Score	0.0	5.0%
206	204	Accuracy	0.8671931083991385	5.5%
207	205	F1Score	0.0	5.5%
208	206	Accuracy	0.8671931083991385	6.0%
209	207	F1Score	0.0	6.0%
210	208	Accuracy	0.9626704953338119	0.0%
211	209	F1Score	0.8609625668449198	0.0%
212	210	Accuracy	0.9310839913854989	0.5%
213	211	F1Score	0.7587939698492463	0.5%
214	212	Accuracy	0.9339554917444365	1.0%
215	213	F1Score	0.7444444444444445	1.0%
216	214	Accuracy	0.9167264895908112	1.5%
217	215	F1Score	0.6979166666666666	1.5%
218	216	Accuracy	0.908829863603733	2.0%
219	217	F1Score	0.6576819407008087	2.0%
220	218	Accuracy	0.908829863603733	2.5%
221	219	F1Score	0.6576819407008087	2.5%
222	220	Accuracy	0.908829863603733	3.0%
223	221	F1Score	0.6576819407008087	3.0%
224	222	Accuracy	0.908829863603733	3.5%
225	223	F1Score	0.6576819407008087	3.5%
226	224	Accuracy	0.8786791098348887	4.0%
227	225	F1Score	0.48318042813455664	4.0%
228	226	Accuracy	0.8786791098348887	4.5%
229	227	F1Score	0.48318042813455664	4.5%
230	228	Accuracy	0.8671931083991385	5.0%
231	229	F1Score	0.0	5.0%
232	230	Accuracy	0.8671931083991385	5.5%
233	231	F1Score	0.0	5.5%
234	232	Accuracy	0.8671931083991385	6.0%
235	233	F1Score	0.0	6.0%
236	234	Accuracy	0.95908111988514	0.0%
237	235	F1Score	0.8463611859838276	0.0%
238	236	Accuracy	0.9332376166547021	0.5%
239	237	F1Score	0.7645569620253164	0.5%
240	238	Accuracy	0.9339554917444365	1.0%
241	239	F1Score	0.7444444444444445	1.0%
242	240	Accuracy	0.9167264895908112	1.5%
243	241	F1Score	0.6979166666666666	1.5%
244	242	Accuracy	0.908829863603733	2.0%
245	243	F1Score	0.6576819407008087	2.0%
246	244	Accuracy	0.908829863603733	2.5%
247	245	F1Score	0.6576819407008087	2.5%
248	246	Accuracy	0.908829863603733	3.0%
249	247	F1Score	0.6576819407008087	3.0%
250	248	Accuracy	0.908829863603733	3.5%
251	249	F1Score	0.6576819407008087	3.5%
252	250	Accuracy	0.8786791098348887	4.0%
253	251	F1Score	0.48318042813455664	4.0%
254	252	Accuracy	0.8786791098348887	4.5%
255	253	F1Score	0.48318042813455664	4.5%
256	254	Accuracy	0.8671931083991385	5.0%
257	255	F1Score	0.0	5.0%
258	256	Accuracy	0.8671931083991385	5.5%
259	257	F1Score	0.0	5.5%
260	258	Accuracy	0.8671931083991385	6.0%
261	259	F1Score	0.0	6.0%