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Perro2110Perro2110
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minor fix for future test in apiAlgo
1 parent a9e157e commit 6b9158b

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‎src/BA-Trees/src/temp_ba_trees/forest.txt

Lines changed: 144 additions & 100 deletions
Original file line numberDiff line numberDiff line change
@@ -1,139 +1,183 @@
11
DATASET_NAME: dataset.train.csv
22
ENSEMBLE: RF
33
NB_TREES: 10
4-
NB_FEATURES: 6
5-
NB_CLASSES: 4
4+
NB_FEATURES: 4
5+
NB_CLASSES: 3
66
MAX_TREE_DEPTH: 3
77
Format: node / node type (LN - leaf node, IN - internal node) left child / right child / feature / threshold / node_depth / majority class (starts with index 0)
88

99
[TREE 1]
10-
NB_NODES: 9
11-
0 IN 1 2 5 1.5 0 -1
12-
1 LN -1 -1 -1 -1 1 0
13-
2 IN 3 6 4 1.5 1 -1
14-
3 IN 4 5 5 2.5 2 -1
10+
NB_NODES: 15
11+
0 IN 1 8 3 3.5 0 -1
12+
1 IN 2 5 0 1.5 1 -1
13+
2 IN 3 4 1 3.5 2 -1
14+
3 LN -1 -1 -1 -1 3 0
1515
4 LN -1 -1 -1 -1 3 0
16-
5 LN -1 -1 -1 -1 3 0
17-
6 IN 7 8 1 2.5 2 -1
18-
7 LN -1 -1 -1 -1 3 1
19-
8 LN -1 -1 -1 -1 3 0
16+
5 IN 6 7 1 3.5 2 -1
17+
6 LN -1 -1 -1 -1 3 2
18+
7 LN -1 -1 -1 -1 3 2
19+
8 IN 9 12 2 2.5 1 -1
20+
9 IN 10 11 1 2.5 2 -1
21+
10 LN -1 -1 -1 -1 3 0
22+
11 LN -1 -1 -1 -1 3 2
23+
12 IN 13 14 1 2.5 2 -1
24+
13 LN -1 -1 -1 -1 3 0
25+
14 LN -1 -1 -1 -1 3 0
2026

2127
[TREE 2]
22-
NB_NODES: 13
23-
0 IN 1 8 0 2.5 0 -1
24-
1 IN 2 5 4 1.5 1 -1
25-
2 IN 3 4 3 3.0 2 -1
26-
3 LN -1 -1 -1 -1 3 0
27-
4 LN -1 -1 -1 -1 3 0
28-
5 IN 6 7 1 2.5 2 -1
29-
6 LN -1 -1 -1 -1 3 0
30-
7 LN -1 -1 -1 -1 3 0
31-
8 IN 9 10 5 1.5 1 -1
32-
9 LN -1 -1 -1 -1 2 0
33-
10 IN 11 12 1 2.5 2 -1
34-
11 LN -1 -1 -1 -1 3 1
35-
12 LN -1 -1 -1 -1 3 0
28+
NB_NODES: 15
29+
0 IN 1 8 2 1.5 0 -1
30+
1 IN 2 5 3 3.5 1 -1
31+
2 IN 3 4 0 2.5 2 -1
32+
3 LN -1 -1 -1 -1 3 2
33+
4 LN -1 -1 -1 -1 3 2
34+
5 IN 6 7 1 1.5 2 -1
35+
6 LN -1 -1 -1 -1 3 1
36+
7 LN -1 -1 -1 -1 3 2
37+
8 IN 9 12 3 2.5 1 -1
38+
9 IN 10 11 0 1.5 2 -1
39+
10 LN -1 -1 -1 -1 3 0
40+
11 LN -1 -1 -1 -1 3 2
41+
12 IN 13 14 1 3.5 2 -1
42+
13 LN -1 -1 -1 -1 3 0
43+
14 LN -1 -1 -1 -1 3 0
3644

3745
[TREE 3]
38-
NB_NODES: 9
39-
0 IN 1 2 3 3.0 0 -1
40-
1 LN -1 -1 -1 -1 1 0
41-
2 IN 3 6 1 2.5 1 -1
42-
3 IN 4 5 1 1.5 2 -1
46+
NB_NODES: 15
47+
0 IN 1 8 2 2.5 0 -1
48+
1 IN 2 5 1 1.5 1 -1
49+
2 IN 3 4 2 1.5 2 -1
50+
3 LN -1 -1 -1 -1 3 1
4351
4 LN -1 -1 -1 -1 3 0
44-
5 LN -1 -1 -1 -1 3 0
45-
6 IN 7 8 0 2.5 2 -1
46-
7 LN -1 -1 -1 -1 3 0
47-
8 LN -1 -1 -1 -1 3 0
52+
5 IN 6 7 3 4.5 2 -1
53+
6 LN -1 -1 -1 -1 3 2
54+
7 LN -1 -1 -1 -1 3 2
55+
8 IN 9 12 1 2.5 1 -1
56+
9 IN 10 11 0 3.5 2 -1
57+
10 LN -1 -1 -1 -1 3 0
58+
11 LN -1 -1 -1 -1 3 0
59+
12 IN 13 14 0 1.5 2 -1
60+
13 LN -1 -1 -1 -1 3 0
61+
14 LN -1 -1 -1 -1 3 2
4862

4963
[TREE 4]
50-
NB_NODES: 11
51-
0 IN 1 6 1 2.5 0 -1
52-
1 IN 2 3 5 1.5 1 -1
53-
2 LN -1 -1 -1 -1 2 0
54-
3 IN 4 5 0 2.5 2 -1
64+
NB_NODES: 15
65+
0 IN 1 8 0 1.5 0 -1
66+
1 IN 2 5 2 1.5 1 -1
67+
2 IN 3 4 3 2.5 2 -1
68+
3 LN -1 -1 -1 -1 3 1
5569
4 LN -1 -1 -1 -1 3 0
56-
5 LN -1 -1 -1 -1 3 0
57-
6 IN 7 8 5 1.5 1 -1
58-
7 LN -1 -1 -1 -1 2 0
59-
8 IN 9 10 3 3.0 2 -1
60-
9 LN -1 -1 -1 -1 3 0
70+
5 IN 6 7 3 1.5 2 -1
71+
6 LN -1 -1 -1 -1 3 0
72+
7 LN -1 -1 -1 -1 3 0
73+
8 IN 9 12 2 2.5 1 -1
74+
9 IN 10 11 1 1.5 2 -1
6175
10 LN -1 -1 -1 -1 3 0
76+
11 LN -1 -1 -1 -1 3 2
77+
12 IN 13 14 1 2.5 2 -1
78+
13 LN -1 -1 -1 -1 3 0
79+
14 LN -1 -1 -1 -1 3 2
6280

6381
[TREE 5]
64-
NB_NODES: 7
65-
0 IN 1 2 5 1.5 0 -1
66-
1 LN -1 -1 -1 -1 1 0
67-
2 IN 3 4 3 3.0 1 -1
68-
3 LN -1 -1 -1 -1 2 0
69-
4 IN 5 6 0 2.5 2 -1
70-
5 LN -1 -1 -1 -1 3 1
82+
NB_NODES: 15
83+
0 IN 1 8 1 3.5 0 -1
84+
1 IN 2 5 2 3.5 1 -1
85+
2 IN 3 4 0 2.5 2 -1
86+
3 LN -1 -1 -1 -1 3 0
87+
4 LN -1 -1 -1 -1 3 2
88+
5 IN 6 7 0 3.5 2 -1
7189
6 LN -1 -1 -1 -1 3 0
90+
7 LN -1 -1 -1 -1 3 0
91+
8 IN 9 12 0 2.5 1 -1
92+
9 IN 10 11 3 2.5 2 -1
93+
10 LN -1 -1 -1 -1 3 2
94+
11 LN -1 -1 -1 -1 3 0
95+
12 IN 13 14 3 4.5 2 -1
96+
13 LN -1 -1 -1 -1 3 2
97+
14 LN -1 -1 -1 -1 3 2
7298

7399
[TREE 6]
74-
NB_NODES: 9
75-
0 IN 1 2 5 1.5 0 -1
76-
1 LN -1 -1 -1 -1 1 0
77-
2 IN 3 6 0 2.5 1 -1
78-
3 IN 4 5 4 1.5 2 -1
100+
NB_NODES: 15
101+
0 IN 1 8 2 2.5 0 -1
102+
1 IN 2 5 1 1.5 1 -1
103+
2 IN 3 4 3 2.0 2 -1
104+
3 LN -1 -1 -1 -1 3 2
79105
4 LN -1 -1 -1 -1 3 0
80-
5 LN -1 -1 -1 -1 3 1
81-
6 IN 7 8 3 3.0 2 -1
82-
7 LN -1 -1 -1 -1 3 0
83-
8 LN -1 -1 -1 -1 3 1
106+
5 IN 6 7 0 1.5 2 -1
107+
6 LN -1 -1 -1 -1 3 0
108+
7 LN -1 -1 -1 -1 3 2
109+
8 IN 9 12 1 2.5 1 -1
110+
9 IN 10 11 3 2.5 2 -1
111+
10 LN -1 -1 -1 -1 3 0
112+
11 LN -1 -1 -1 -1 3 0
113+
12 IN 13 14 0 2.5 2 -1
114+
13 LN -1 -1 -1 -1 3 0
115+
14 LN -1 -1 -1 -1 3 2
84116

85117
[TREE 7]
86118
NB_NODES: 13
87-
0 IN 1 6 1 2.5 0 -1
88-
1 IN 2 3 3 3.0 1 -1
89-
2 LN -1 -1 -1 -1 2 0
90-
3 IN 4 5 5 1.5 2 -1
119+
0 IN 1 8 1 3.5 0 -1
120+
1 IN 2 5 0 3.5 1 -1
121+
2 IN 3 4 2 2.5 2 -1
122+
3 LN -1 -1 -1 -1 3 2
91123
4 LN -1 -1 -1 -1 3 0
92-
5 LN -1 -1 -1 -1 3 1
93-
6 IN 7 10 4 1.5 1 -1
94-
7 IN 8 9 5 2.5 2 -1
95-
8 LN -1 -1 -1 -1 3 0
96-
9 LN -1 -1 -1 -1 3 0
97-
10 IN 11 12 5 1.5 2 -1
98-
11 LN -1 -1 -1 -1 3 0
124+
5 IN 6 7 2 2.5 2 -1
125+
6 LN -1 -1 -1 -1 3 2
126+
7 LN -1 -1 -1 -1 3 0
127+
8 IN 9 10 3 1.5 1 -1
128+
9 LN -1 -1 -1 -1 2 2
129+
10 IN 11 12 2 3.5 2 -1
130+
11 LN -1 -1 -1 -1 3 2
99131
12 LN -1 -1 -1 -1 3 0
100132

101133
[TREE 8]
102-
NB_NODES: 7
103-
0 IN 1 2 3 3.0 0 -1
104-
1 LN -1 -1 -1 -1 1 0
105-
2 IN 3 4 5 1.5 1 -1
106-
3 LN -1 -1 -1 -1 2 0
107-
4 IN 5 6 0 2.5 2 -1
108-
5 LN -1 -1 -1 -1 3 1
134+
NB_NODES: 15
135+
0 IN 1 8 0 2.5 0 -1
136+
1 IN 2 5 1 1.5 1 -1
137+
2 IN 3 4 0 1.5 2 -1
138+
3 LN -1 -1 -1 -1 3 0
139+
4 LN -1 -1 -1 -1 3 0
140+
5 IN 6 7 0 1.5 2 -1
109141
6 LN -1 -1 -1 -1 3 0
142+
7 LN -1 -1 -1 -1 3 0
143+
8 IN 9 12 2 3.5 1 -1
144+
9 IN 10 11 1 1.5 2 -1
145+
10 LN -1 -1 -1 -1 3 0
146+
11 LN -1 -1 -1 -1 3 2
147+
12 IN 13 14 1 2.5 2 -1
148+
13 LN -1 -1 -1 -1 3 0
149+
14 LN -1 -1 -1 -1 3 2
110150

111151
[TREE 9]
112-
NB_NODES: 11
113-
0 IN 1 6 0 2.5 0 -1
114-
1 IN 2 3 5 1.5 1 -1
115-
2 LN -1 -1 -1 -1 2 0
116-
3 IN 4 5 3 3.0 2 -1
152+
NB_NODES: 15
153+
0 IN 1 8 0 2.5 0 -1
154+
1 IN 2 5 2 2.5 1 -1
155+
2 IN 3 4 3 1.5 2 -1
156+
3 LN -1 -1 -1 -1 3 2
117157
4 LN -1 -1 -1 -1 3 0
118-
5 LN -1 -1 -1 -1 3 1
119-
6 IN 7 10 1 3.5 1 -1
120-
7 IN 8 9 3 3.0 2 -1
121-
8 LN -1 -1 -1 -1 3 0
122-
9 LN -1 -1 -1 -1 3 0
123-
10 LN -1 -1 -1 -1 2 0
158+
5 IN 6 7 2 4.5 2 -1
159+
6 LN -1 -1 -1 -1 3 0
160+
7 LN -1 -1 -1 -1 3 0
161+
8 IN 9 12 1 2.5 1 -1
162+
9 IN 10 11 3 1.5 2 -1
163+
10 LN -1 -1 -1 -1 3 2
164+
11 LN -1 -1 -1 -1 3 0
165+
12 IN 13 14 2 3.5 2 -1
166+
13 LN -1 -1 -1 -1 3 2
167+
14 LN -1 -1 -1 -1 3 2
124168

125169
[TREE 10]
126170
NB_NODES: 13
127-
0 IN 1 8 0 2.5 0 -1
128-
1 IN 2 5 0 1.5 1 -1
129-
2 IN 3 4 5 1.5 2 -1
130-
3 LN -1 -1 -1 -1 3 0
171+
0 IN 1 6 3 1.5 0 -1
172+
1 IN 2 5 0 3.5 1 -1
173+
2 IN 3 4 2 3.5 2 -1
174+
3 LN -1 -1 -1 -1 3 2
131175
4 LN -1 -1 -1 -1 3 0
132-
5 IN 6 7 2 2.5 2 -1
133-
6 LN -1 -1 -1 -1 3 0
134-
7 LN -1 -1 -1 -1 3 0
135-
8 IN 9 10 5 1.5 1 -1
136-
9 LN -1 -1 -1 -1 2 0
137-
10 IN 11 12 1 2.5 2 -1
138-
11 LN -1 -1 -1 -1 3 1
176+
5 LN -1 -1 -1 -1 2 2
177+
6 IN 7 10 2 2.5 1 -1
178+
7 IN 8 9 0 2.5 2 -1
179+
8 LN -1 -1 -1 -1 3 0
180+
9 LN -1 -1 -1 -1 3 2
181+
10 IN 11 12 1 3.5 2 -1
182+
11 LN -1 -1 -1 -1 3 0
139183
12 LN -1 -1 -1 -1 3 0

‎src/BA-Trees/src/temp_ba_trees/result.txt.out

Lines changed: 1 addition & 1 deletion
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@@ -1 +1 @@
1-
dataset.train.csv,RF,10,6,4,0,5,5,6,1,0.000159,32,152,395
1+
dataset.train.csv,RF,10,4,3,0,6,33,34,1,0.001618,240,4304,14254

‎src/BA-Trees/src/temp_ba_trees/result.txt.tree

Lines changed: 71 additions & 15 deletions
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@@ -1,21 +1,77 @@
11
DATASET_NAME: dataset.train.csv
22
ENSEMBLE: BA
33
NB_TREES: 1
4-
NB_FEATURES: 6
5-
NB_CLASSES: 4
6-
MAX_TREE_DEPTH: 5
4+
NB_FEATURES: 4
5+
NB_CLASSES: 3
6+
MAX_TREE_DEPTH: 6
77
Format: node / node type(LN - leave node, IN - internal node) left child / right child / feature / threshold / node_depth / majority class (starts with index 0)
88

99
[TREE 0]
10-
NB_NODES: 11
11-
0 IN 1 10 0 2.5 0 -1
12-
1 IN 2 9 1 2.5 1 -1
13-
2 IN 3 4 3 3 2 -1
14-
3 LN -1 -1 -1 -1 3 0
15-
4 IN 5 6 4 1.5 3 -1
16-
5 LN -1 -1 -1 -1 4 0
17-
6 IN 7 8 5 1.5 4 -1
18-
7 LN -1 -1 -1 -1 5 0
19-
8 LN -1 -1 -1 -1 5 1
20-
9 LN -1 -1 -1 -1 2 0
21-
10 LN -1 -1 -1 -1 1 0
10+
NB_NODES: 67
11+
0 IN 1 40 2 2.5 0 -1
12+
1 IN 2 19 1 1.5 1 -1
13+
2 IN 3 8 0 1.5 2 -1
14+
3 IN 4 7 2 1.5 3 -1
15+
4 IN 5 6 3 1.5 4 -1
16+
5 LN -1 -1 -1 -1 5 2
17+
6 LN -1 -1 -1 -1 5 0
18+
7 LN -1 -1 -1 -1 4 0
19+
8 IN 9 12 0 2.5 3 -1
20+
9 IN 10 11 3 1.5 4 -1
21+
10 LN -1 -1 -1 -1 5 2
22+
11 LN -1 -1 -1 -1 5 0
23+
12 IN 13 16 2 1.5 4 -1
24+
13 IN 14 15 3 3.5 5 -1
25+
14 LN -1 -1 -1 -1 6 2
26+
15 LN -1 -1 -1 -1 6 0
27+
16 IN 17 18 3 2 5 -1
28+
17 LN -1 -1 -1 -1 6 2
29+
18 LN -1 -1 -1 -1 6 0
30+
19 IN 20 33 2 1.5 2 -1
31+
20 IN 21 26 3 3.5 3 -1
32+
21 IN 22 25 0 1.5 4 -1
33+
22 IN 23 24 3 1.5 5 -1
34+
23 LN -1 -1 -1 -1 6 2
35+
24 LN -1 -1 -1 -1 6 0
36+
25 LN -1 -1 -1 -1 5 2
37+
26 IN 27 30 1 2.5 4 -1
38+
27 IN 28 29 0 2.5 5 -1
39+
28 LN -1 -1 -1 -1 6 0
40+
29 LN -1 -1 -1 -1 6 2
41+
30 IN 31 32 0 1.5 5 -1
42+
31 LN -1 -1 -1 -1 6 0
43+
32 LN -1 -1 -1 -1 6 2
44+
33 IN 34 37 3 2.5 3 -1
45+
34 IN 35 36 0 1.5 4 -1
46+
35 LN -1 -1 -1 -1 5 0
47+
36 LN -1 -1 -1 -1 5 2
48+
37 IN 38 39 0 2.5 4 -1
49+
38 LN -1 -1 -1 -1 5 0
50+
39 LN -1 -1 -1 -1 5 2
51+
40 IN 41 42 0 1.5 1 -1
52+
41 LN -1 -1 -1 -1 2 0
53+
42 IN 43 52 0 2.5 2 -1
54+
43 IN 44 45 1 3.5 3 -1
55+
44 LN -1 -1 -1 -1 4 0
56+
45 IN 46 49 2 3.5 4 -1
57+
46 IN 47 48 3 2.5 5 -1
58+
47 LN -1 -1 -1 -1 6 2
59+
48 LN -1 -1 -1 -1 6 0
60+
49 IN 50 51 3 1.5 5 -1
61+
50 LN -1 -1 -1 -1 6 2
62+
51 LN -1 -1 -1 -1 6 0
63+
52 IN 53 60 2 3.5 3 -1
64+
53 IN 54 57 3 1.5 4 -1
65+
54 IN 55 56 1 1.5 5 -1
66+
55 LN -1 -1 -1 -1 6 0
67+
56 LN -1 -1 -1 -1 6 2
68+
57 IN 58 59 1 2.5 5 -1
69+
58 LN -1 -1 -1 -1 6 0
70+
59 LN -1 -1 -1 -1 6 2
71+
60 IN 61 64 3 3.5 4 -1
72+
61 IN 62 63 1 2.5 5 -1
73+
62 LN -1 -1 -1 -1 6 0
74+
63 LN -1 -1 -1 -1 6 2
75+
64 IN 65 66 1 3.5 5 -1
76+
65 LN -1 -1 -1 -1 6 0
77+
66 LN -1 -1 -1 -1 6 2

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