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Rahul Chowdhury

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Rahul Chowdhury

fire prediction and AMLinventory done

May 1, 2017

981c2bd · May 1, 2017

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fireprediction_binned_data.csv

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1		X	Y	month	day	FFMC	DMC	DC	ISI	temp	RH	wind	rain	area	class
2	0	7	5	3	5	86.2	26.2	94.3	5.1	8.2	51	6.7	0.0	0.0	1
3	1	7	4	10	2	90.6	35.4	669.1	6.7	18.0	33	0.9	0.0	0.0	1
4	2	7	4	10	6	90.6	43.7	686.9	6.7	14.6	33	1.3	0.0	0.0	1
5	3	8	6	3	5	91.7	33.3	77.5	9.0	8.3	97	4.0	0.2	0.0	1
6	4	8	6	3	7	89.3	51.3	102.2	9.6	11.4	99	1.8	0.0	0.0	1
7	5	8	6	8	7	92.3	85.3	488.0	14.7	22.2	29	5.4	0.0	0.0	1
8	6	8	6	8	1	92.3	88.9	495.6	8.5	24.1	27	3.1	0.0	0.0	1
9	7	8	6	8	1	91.5	145.4	608.2	10.7	8.0	86	2.2	0.0	0.0	1
10	8	8	6	9	2	91.0	129.5	692.6	7.0	13.1	63	5.4	0.0	0.0	1
11	9	7	5	9	6	92.5	88.0	698.6	7.1	22.8	40	4.0	0.0	0.0	1
12	10	7	5	9	6	92.5	88.0	698.6	7.1	17.8	51	7.2	0.0	0.0	1
13	11	7	5	9	6	92.8	73.2	713.0	22.6	19.3	38	4.0	0.0	0.0	1
14	12	6	5	8	5	63.5	70.8	665.3	0.8	17.0	72	6.7	0.0	0.0	1
15	13	6	5	9	1	90.9	126.5	686.5	7.0	21.3	42	2.2	0.0	0.0	1
16	14	6	5	9	3	92.9	133.3	699.6	9.2	26.4	21	4.5	0.0	0.0	1
17	15	6	5	9	5	93.3	141.2	713.9	13.9	22.9	44	5.4	0.0	0.0	1
18	16	5	5	3	6	91.7	35.8	80.8	7.8	15.1	27	5.4	0.0	0.0	1
19	17	8	5	10	1	84.9	32.8	664.2	3.0	16.7	47	4.9	0.0	0.0	1
20	18	6	4	3	3	89.2	27.9	70.8	6.3	15.9	35	4.0	0.0	0.0	1
21	19	6	4	4	6	86.3	27.4	97.1	5.1	9.3	44	4.5	0.0	0.0	1
22	20	6	4	9	2	91.0	129.5	692.6	7.0	18.3	40	2.7	0.0	0.0	1
23	21	5	4	9	1	91.8	78.5	724.3	9.2	19.1	38	2.7	0.0	0.0	1
24	22	7	4	6	7	94.3	96.3	200.0	56.1	21.0	44	4.5	0.0	0.0	1
25	23	7	4	8	6	90.2	110.9	537.4	6.2	19.5	43	5.8	0.0	0.0	1
26	24	7	4	8	6	93.5	139.4	594.2	20.3	23.7	32	5.8	0.0	0.0	1
27	25	7	4	8	7	91.4	142.4	601.4	10.6	16.3	60	5.4	0.0	0.0	1
28	26	7	4	9	5	92.4	117.9	668.0	12.2	19.0	34	5.8	0.0	0.0	1
29	27	7	4	9	1	90.9	126.5	686.5	7.0	19.4	48	1.3	0.0	0.0	1
30	28	6	3	9	6	93.4	145.4	721.4	8.1	30.2	24	2.7	0.0	0.0	1
31	29	6	3	9	7	93.5	149.3	728.6	8.1	22.8	39	3.6	0.0	0.0	1
32	30	6	3	9	5	94.3	85.1	692.3	15.9	25.4	24	3.6	0.0	0.0	1
33	31	6	3	9	1	88.6	91.8	709.9	7.1	11.2	78	7.6	0.0	0.0	1
34	32	6	3	9	5	88.6	69.7	706.8	5.8	20.6	37	1.8	0.0	0.0	1
35	33	6	3	9	7	91.7	75.6	718.3	7.8	17.7	39	3.6	0.0	0.0	1
36	34	6	3	9	1	91.8	78.5	724.3	9.2	21.2	32	2.7	0.0	0.0	1
37	35	6	3	9	2	90.3	80.7	730.2	6.3	18.2	62	4.5	0.0	0.0	1
38	36	6	3	10	2	90.6	35.4	669.1	6.7	21.7	24	4.5	0.0	0.0	1
39	37	7	4	10	5	90.0	41.5	682.6	8.7	11.3	60	5.4	0.0	0.0	1
40	38	7	3	10	6	90.6	43.7	686.9	6.7	17.8	27	4.0	0.0	0.0	1
41	39	4	4	3	2	88.1	25.7	67.6	3.8	14.1	43	2.7	0.0	0.0	1
42	40	4	4	7	2	79.5	60.6	366.7	1.5	23.3	37	3.1	0.0	0.0	1
43	41	4	4	8	6	90.2	96.9	624.2	8.9	18.4	42	6.7	0.0	0.0	1
44	42	4	4	8	2	94.8	108.3	647.1	17.0	16.6	54	5.4	0.0	0.0	1
45	43	4	4	9	6	92.5	88.0	698.6	7.1	19.6	48	2.7	0.0	0.0	1
46	44	4	4	9	3	90.1	82.9	735.7	6.2	12.9	74	4.9	0.0	0.0	1
47	45	5	6	9	3	94.3	85.1	692.3	15.9	25.9	24	4.0	0.0	0.0	1
48	46	5	6	9	1	90.9	126.5	686.5	7.0	14.7	70	3.6	0.0	0.0	1
49	47	6	6	7	1	94.2	62.3	442.9	11.0	23.0	36	3.1	0.0	0.0	1
50	48	4	4	3	1	87.2	23.9	64.7	4.1	11.8	35	1.8	0.0	0.0	1
51	49	4	4	3	1	87.6	52.2	103.8	5.0	11.0	46	5.8	0.0	0.0	1
52	50	4	4	9	4	92.9	137.0	706.4	9.2	20.8	17	1.3	0.0	0.0	1
53	51	4	3	8	7	90.2	99.6	631.2	6.3	21.5	34	2.2	0.0	0.0	1
54	52	4	3	8	3	92.1	111.2	654.1	9.6	20.4	42	4.9	0.0	0.0	1
55	53	4	3	8	3	92.1	111.2	654.1	9.6	20.4	42	4.9	0.0	0.0	1
56	54	4	3	8	4	91.7	114.3	661.3	6.3	17.6	45	3.6	0.0	0.0	1
57	55	4	3	9	4	92.9	137.0	706.4	9.2	27.7	24	2.2	0.0	0.0	1
58	56	4	3	9	2	90.3	80.7	730.2	6.3	17.8	63	4.9	0.0	0.0	1
59	57	4	3	10	7	92.6	46.5	691.8	8.8	13.8	50	2.7	0.0	0.0	1
60	58	2	2	2	1	84.0	9.3	34.0	2.1	13.9	40	5.4	0.0	0.0	1
61	59	2	2	2	5	86.6	13.2	43.0	5.3	12.3	51	0.9	0.0	0.0	1
62	60	2	2	3	7	89.3	51.3	102.2	9.6	11.5	39	5.8	0.0	0.0	1
63	61	2	2	3	7	89.3	51.3	102.2	9.6	5.5	59	6.3	0.0	0.0	1
64	62	2	2	8	4	93.0	75.3	466.6	7.7	18.8	35	4.9	0.0	0.0	1
65	63	2	2	8	7	90.2	99.6	631.2	6.3	20.8	33	2.7	0.0	0.0	1
66	64	2	2	8	1	91.1	103.2	638.8	5.8	23.1	31	3.1	0.0	0.0	1
67	65	2	2	8	4	91.7	114.3	661.3	6.3	18.6	44	4.5	0.0	0.0	1
68	66	2	2	9	5	92.4	117.9	668.0	12.2	23.0	37	4.5	0.0	0.0	1
69	67	2	2	9	5	92.4	117.9	668.0	12.2	19.6	33	5.4	0.0	0.0	1
70	68	2	2	9	5	92.4	117.9	668.0	12.2	19.6	33	6.3	0.0	0.0	1
71	69	4	5	3	5	91.7	33.3	77.5	9.0	17.2	26	4.5	0.0	0.0	1
72	70	4	5	3	5	91.2	48.3	97.8	12.5	15.8	27	7.6	0.0	0.0	1
73	71	4	5	9	5	94.3	85.1	692.3	15.9	17.7	37	3.6	0.0	0.0	1
74	72	5	4	3	5	91.7	33.3	77.5	9.0	15.6	25	6.3	0.0	0.0	1
75	73	5	4	8	2	88.8	147.3	614.5	9.0	17.3	43	4.5	0.0	0.0	1
76	74	5	4	9	5	93.3	141.2	713.9	13.9	27.6	30	1.3	0.0	0.0	1
77	75	9	9	2	4	84.2	6.8	26.6	7.7	6.7	79	3.1	0.0	0.0	1
78	76	9	9	2	5	86.6	13.2	43.0	5.3	15.7	43	3.1	0.0	0.0	1
79	77	1	3	3	1	87.6	52.2	103.8	5.0	8.3	72	3.1	0.0	0.0	1
80	78	1	2	8	5	90.1	108.0	529.8	12.5	14.7	66	2.7	0.0	0.0	1
81	79	1	2	8	2	91.0	121.2	561.6	7.0	21.6	19	6.7	0.0	0.0	1
82	80	1	2	8	7	91.4	142.4	601.4	10.6	19.5	39	6.3	0.0	0.0	1
83	81	1	2	8	7	90.2	99.6	631.2	6.3	17.9	44	2.2	0.0	0.0	1
84	82	1	2	8	2	94.8	108.3	647.1	17.0	18.6	51	4.5	0.0	0.0	1
85	83	1	2	8	3	92.1	111.2	654.1	9.6	16.6	47	0.9	0.0	0.0	1
86	84	1	2	8	4	91.7	114.3	661.3	6.3	20.2	45	3.6	0.0	0.0	1
87	85	1	2	9	4	92.9	137.0	706.4	9.2	21.5	15	0.9	0.0	0.0	1
88	86	1	2	9	4	92.9	137.0	706.4	9.2	25.4	27	2.2	0.0	0.0	1
89	87	1	2	9	4	92.9	137.0	706.4	9.2	22.4	34	2.2	0.0	0.0	1
90	88	1	2	9	7	93.5	149.3	728.6	8.1	25.3	36	3.6	0.0	0.0	1
91	89	6	5	3	6	91.7	35.8	80.8	7.8	17.4	25	4.9	0.0	0.0	1
92	90	6	5	8	6	90.2	96.9	624.2	8.9	14.7	59	5.8	0.0	0.0	1
93	91	8	6	3	5	91.7	35.8	80.8	7.8	17.4	24	5.4	0.0	0.0	1
94	92	8	6	8	7	92.3	85.3	488.0	14.7	20.8	32	6.3	0.0	0.0	1
95	93	8	6	8	7	91.4	142.4	601.4	10.6	18.2	43	4.9	0.0	0.0	1
96	94	8	6	8	1	91.1	103.2	638.8	5.8	23.4	22	2.7	0.0	0.0	1
97	95	4	4	9	7	89.7	90.0	704.4	4.8	17.8	64	1.3	0.0	0.0	1
98	96	3	4	2	6	83.9	8.0	30.2	2.6	12.7	48	1.8	0.0	0.0	1
99	97	3	4	3	6	69.0	2.4	15.5	0.7	17.4	24	5.4	0.0	0.0	1
100	98	3	4	8	7	91.4	142.4	601.4	10.6	11.6	87	4.5	0.0	0.0	1
101	99	3	4	8	7	91.4	142.4	601.4	10.6	19.8	39	5.4	0.0	0.0	1
102	100	3	4	8	7	91.4	142.4	601.4	10.6	19.8	39	5.4	0.0	0.0	1
103	101	3	4	8	2	88.8	147.3	614.5	9.0	14.4	66	5.4	0.0	0.0	1
104	102	2	4	8	2	94.8	108.3	647.1	17.0	20.1	40	4.0	0.0	0.0	1
105	103	2	4	9	6	92.5	121.1	674.4	8.6	24.1	29	4.5	0.0	0.0	1
106	104	2	4	1	6	82.1	3.7	9.3	2.9	5.3	78	3.1	0.0	0.0	1
107	105	4	5	3	5	85.9	19.5	57.3	2.8	12.7	52	6.3	0.0	0.0	1
108	106	4	5	3	4	91.4	30.7	74.3	7.5	18.2	29	3.1	0.0	0.0	1
109	107	4	5	8	7	90.2	99.6	631.2	6.3	21.4	33	3.1	0.0	0.0	1
110	108	4	5	9	6	92.5	88.0	698.6	7.1	20.3	45	3.1	0.0	0.0	1
111	109	4	5	9	1	88.6	91.8	709.9	7.1	17.4	56	5.4	0.0	0.0	1
112	110	4	4	3	5	85.9	19.5	57.3	2.8	13.7	43	5.8	0.0	0.0	1
113	111	3	4	3	5	91.7	33.3	77.5	9.0	18.8	18	4.5	0.0	0.0	1
114	112	3	4	9	7	89.7	90.0	704.4	4.8	22.8	39	3.6	0.0	0.0	1
115	113	3	4	9	1	91.8	78.5	724.3	9.2	18.9	35	2.7	0.0	0.0	1
116	114	3	4	3	2	88.1	25.7	67.6	3.8	15.8	27	7.6	0.0	0.0	1
117	115	3	5	3	2	88.1	25.7	67.6	3.8	15.5	27	6.3	0.0	0.0	1
118	116	3	4	3	6	91.7	35.8	80.8	7.8	11.6	30	6.3	0.0	0.0	1
119	117	3	4	3	6	91.7	35.8	80.8	7.8	15.2	27	4.9	0.0	0.0	1
120	118	3	4	3	1	90.1	39.7	86.6	6.2	10.6	30	4.0	0.0	0.0	1
121	119	3	4	8	4	93.0	75.3	466.6	7.7	19.6	36	3.1	0.0	0.0	1
122	120	3	4	8	1	91.5	145.4	608.2	10.7	10.3	74	2.2	0.0	0.0	1
123	121	3	4	8	1	91.5	145.4	608.2	10.7	17.1	43	5.4	0.0	0.0	1
124	122	3	4	9	7	92.4	124.1	680.7	8.5	22.5	42	5.4	0.0	0.0	1
125	123	3	4	9	2	84.4	73.4	671.9	3.2	17.9	45	3.1	0.0	0.0	1
126	124	3	4	9	5	94.3	85.1	692.3	15.9	19.8	50	5.4	0.0	0.0	1
127	125	3	4	10	7	92.6	46.5	691.8	8.8	20.6	24	5.4	0.0	0.0	1
128	126	3	5	3	1	87.6	52.2	103.8	5.0	9.0	49	2.2	0.0	0.0	1
129	127	3	5	9	5	93.5	149.3	728.6	8.1	17.2	43	3.1	0.0	0.0	1
130	128	3	5	10	3	91.4	37.9	673.8	5.2	15.9	46	3.6	0.0	0.0	1
131	129	2	5	10	7	92.6	46.5	691.8	8.8	15.4	35	0.9	0.0	0.0	1
132	130	4	6	2	6	68.2	21.5	87.2	0.8	15.4	40	2.7	0.0	0.0	1
133	131	4	6	3	1	87.2	23.9	64.7	4.1	14.0	39	3.1	0.0	0.0	1
134	132	4	6	3	7	89.3	51.3	102.2	9.6	10.6	46	4.9	0.0	0.0	1
135	133	4	6	9	4	93.7	80.9	685.2	17.9	17.6	42	3.1	0.0	0.0	1
136	134	3	5	3	2	88.1	25.7	67.6	3.8	14.9	38	2.7	0.0	0.0	1
137	135	3	5	8	6	93.5	139.4	594.2	20.3	17.6	52	5.8	0.0	0.0	1
138	136	3	6	9	7	92.4	124.1	680.7	8.5	17.2	58	1.3	0.0	0.0	1
139	137	3	6	9	1	90.9	126.5	686.5	7.0	15.6	66	3.1	0.0	0.0	1
140	138	9	9	7	2	85.8	48.3	313.4	3.9	18.0	42	2.7	0.0	0.36	1
141	139	1	4	9	2	91.0	129.5	692.6	7.0	21.7	38	2.2	0.0	0.43	1
142	140	2	5	9	1	90.9	126.5	686.5	7.0	21.9	39	1.8	0.0	0.47	1
143	141	1	2	8	3	95.5	99.9	513.3	13.2	23.3	31	4.5	0.0	0.55	1
144	142	8	6	8	5	90.1	108.0	529.8	12.5	21.2	51	8.9	0.0	0.61	1
145	143	1	2	7	6	90.0	51.3	296.3	8.7	16.6	53	5.4	0.0	0.71	1
146	144	2	5	8	3	95.5	99.9	513.3	13.2	23.8	32	5.4	0.0	0.77	1
147	145	6	5	8	4	95.2	131.7	578.8	10.4	27.4	22	4.0	0.0	0.9	1
148	146	5	4	3	1	90.1	39.7	86.6	6.2	13.2	40	5.4	0.0	0.95	1
149	147	8	3	9	2	84.4	73.4	671.9	3.2	24.2	28	3.6	0.0	0.96	1
150	148	2	2	8	2	94.8	108.3	647.1	17.0	17.4	43	6.7	0.0	1.07	1
151	149	8	6	9	4	93.7	80.9	685.2	17.9	23.7	25	4.5	0.0	1.12	1
152	150	6	5	6	5	92.5	56.4	433.3	7.1	23.2	39	5.4	0.0	1.19	1
153	151	9	9	7	7	90.1	68.6	355.2	7.2	24.8	29	2.2	0.0	1.36	1
154	152	3	4	7	6	90.1	51.2	424.1	6.2	24.6	43	1.8	0.0	1.43	1
155	153	5	4	9	5	94.3	85.1	692.3	15.9	20.1	47	4.9	0.0	1.46	1
156	154	1	5	9	6	93.4	145.4	721.4	8.1	29.6	27	2.7	0.0	1.46	1
157	155	7	4	8	7	94.8	108.3	647.1	17.0	16.4	47	1.3	0.0	1.56	1
158	156	2	4	9	6	93.4	145.4	721.4	8.1	28.6	27	2.2	0.0	1.61	1
159	157	2	2	8	3	92.1	111.2	654.1	9.6	18.4	45	3.6	0.0	1.63	1
160	158	2	4	8	3	92.1	111.2	654.1	9.6	20.5	35	4.0	0.0	1.64	1
161	159	7	4	9	5	92.4	117.9	668.0	12.2	19.0	34	5.8	0.0	1.69	1
162	160	7	4	3	1	90.1	39.7	86.6	6.2	16.1	29	3.1	0.0	1.75	1
163	161	6	4	8	4	95.2	131.7	578.8	10.4	20.3	41	4.0	0.0	1.9	1
164	162	6	3	3	6	90.6	50.1	100.4	7.8	15.2	31	8.5	0.0	1.94	1
165	163	8	6	9	6	92.5	121.1	674.4	8.6	17.8	56	1.8	0.0	1.95	1
166	164	8	5	9	7	89.7	90.0	704.4	4.8	17.8	67	2.2	0.0	2.01	1
167	165	6	5	3	4	84.9	18.2	55.0	3.0	5.3	70	4.5	0.0	2.14	1
168	166	6	5	8	3	92.1	111.2	654.1	9.6	16.6	47	0.9	0.0	2.29	1
169	167	6	5	8	3	96.0	127.1	570.5	16.5	23.4	33	4.5	0.0	2.51	1
170	168	6	5	3	5	91.2	48.3	97.8	12.5	14.6	26	9.4	0.0	2.53	1
171	169	8	6	8	4	95.2	131.7	578.8	10.4	20.7	45	2.2	0.0	2.55	1
172	170	5	4	9	3	92.9	133.3	699.6	9.2	21.9	35	1.8	0.0	2.57	1
173	171	8	6	8	3	85.6	90.4	609.6	6.6	17.4	50	4.0	0.0	2.69	1
174	172	7	4	8	7	91.4	142.4	601.4	10.6	20.1	39	5.4	0.0	2.74	1
175	173	4	4	9	1	90.9	126.5	686.5	7.0	17.7	39	2.2	0.0	3.07	1
176	174	1	4	8	6	90.2	96.9	624.2	8.9	14.2	53	1.8	0.0	3.5	1
177	175	1	4	8	6	90.2	96.9	624.2	8.9	20.3	39	4.9	0.0	4.53	1
178	176	6	5	4	4	81.5	9.1	55.2	2.7	5.8	54	5.8	0.0	4.61	1
179	177	2	5	8	7	90.2	99.6	631.2	6.3	19.2	44	2.7	0.0	4.69	1
180	178	2	5	9	3	90.1	82.9	735.7	6.2	18.3	45	2.2	0.0	4.88	1
181	179	8	6	8	2	88.8	147.3	614.5	9.0	14.4	66	5.4	0.0	5.23	1
182	180	1	3	9	7	92.4	124.1	680.7	8.5	23.9	32	6.7	0.0	5.33	1
183	181	8	6	10	1	84.9	32.8	664.2	3.0	19.1	32	4.0	0.0	5.44	1
184	182	5	4	2	7	86.8	15.6	48.3	3.9	12.4	53	2.2	0.0	6.38	1
185	183	7	4	10	1	91.7	48.5	696.1	11.1	16.8	45	4.5	0.0	6.83	1
186	184	8	6	8	5	93.9	135.7	586.7	15.1	20.8	34	4.9	0.0	6.96	1
187	185	2	5	9	2	91.0	129.5	692.6	7.0	17.6	46	3.1	0.0	7.04	1
188	186	8	6	3	7	89.3	51.3	102.2	9.6	11.5	39	5.8	0.0	7.19	1
189	187	1	5	9	1	90.9	126.5	686.5	7.0	21.0	42	2.2	0.0	7.3	1
190	188	6	4	3	6	90.8	41.9	89.4	7.9	13.3	42	0.9	0.0	7.4	1
191	189	7	4	3	7	90.7	44.0	92.4	5.5	11.5	60	4.0	0.0	8.24	1
192	190	6	5	3	5	91.2	48.3	97.8	12.5	11.7	33	4.0	0.0	8.31	1
193	191	2	5	8	4	95.2	131.7	578.8	10.4	24.2	28	2.7	0.0	8.68	1
194	192	2	2	8	2	94.8	108.3	647.1	17.0	24.6	22	4.5	0.0	8.71	1
195	193	4	5	9	3	92.9	133.3	699.6	9.2	24.3	25	4.0	0.0	9.41	1
196	194	2	2	8	2	94.8	108.3	647.1	17.0	24.6	22	4.5	0.0	10.01	1
197	195	2	5	8	5	93.9	135.7	586.7	15.1	23.5	36	5.4	0.0	10.02	1
198	196	6	5	4	4	81.5	9.1	55.2	2.7	5.8	54	5.8	0.0	10.93	1
199	197	4	5	9	4	92.9	137.0	706.4	9.2	21.5	15	0.9	0.0	11.06	1
200	198	3	4	9	2	91.0	129.5	692.6	7.0	13.9	59	6.3	0.0	11.24	1
201	199	2	4	9	1	63.5	70.8	665.3	0.8	22.6	38	3.6	0.0	11.32	1
202	200	1	5	9	2	91.0	129.5	692.6	7.0	21.6	33	2.2	0.0	11.53	1