customer_churn_undersampled.csv

Call  Failure,Complains,Subscription  Length,Seconds of Use,Frequency of use,Frequency of SMS,Distinct Called Numbers,Age Group,Status,Customer Value,Churn
18,0,40,3143,70,36,34,3,1,272.52,0
4,0,31,15225,172,135,24,2,0,1300.365,0
0,0,14,1948,29,3,2,3,0,91.08,0
5,0,32,305,6,7,2,3,0,40.44,0
14,0,44,11770,166,26,50,4,0,363.4,0
19,0,36,10190,90,0,42,4,0,257.0,0
8,0,34,7210,119,273,33,2,0,1558.305,0
3,0,25,1610,40,207,24,2,0,1005.75,0
11,0,40,2855,46,301,23,3,0,1320.04,0
10,0,42,6718,81,116,38,2,0,827.955,0
5,0,32,11465,148,3,46,3,0,476.52,0
11,0,29,1810,43,209,16,3,0,910.12,0
0,0,9,3790,30,194,23,3,0,928.8,0
5,0,35,305,6,7,2,5,0,15.165,0
9,0,37,11655,155,20,50,4,0,345.25,0
1,0,31,4065,59,0,14,2,0,185.58,0
26,0,42,15220,227,64,36,3,0,873.88,0
21,1,40,10390,97,9,46,5,0,170.805,0
6,0,34,13693,167,0,40,3,0,554.4,0
5,0,17,1820,24,24,11,3,0,169.76,0
5,0,38,955,17,15,8,3,1,98.88,0
13,0,38,2838,64,29,32,3,1,232.08,0
12,0,37,3855,39,15,16,3,0,215.76,0
0,0,35,2760,65,0,26,2,0,127.125,0
4,0,31,3470,70,17,25,2,0,235.8,0
12,0,36,15610,180,146,27,2,0,1367.55,0
23,0,35,14960,217,43,27,3,0,779.08,0
24,0,40,10130,138,159,45,3,0,1046.72,0
2,0,35,2073,30,1,4,3,0,88.12,0
6,0,38,4180,70,0,14,3,0,170.0,0
0,0,38,470,9,0,13,2,1,21.555,0
15,0,39,7213,82,124,42,2,0,886.275,0
0,0,34,3658,79,0,26,2,0,168.165,0
7,0,44,803,19,25,11,3,1,132.88,0
0,0,32,0,0,0,0,5,0,0.0,0
0,0,33,710,8,5,7,2,1,54.81,0
12,0,35,7690,113,42,39,5,0,180.045,0
15,0,23,3157,57,46,22,4,0,195.35,0
5,0,33,8750,112,132,39,3,0,882.48,0
2,0,32,15000,168,132,23,2,0,1276.56,0
5,0,17,2728,47,35,22,3,0,251.0,0
4,0,14,4390,46,223,11,3,0,1069.44,0
9,0,41,6798,77,118,41,2,0,840.375,0
2,0,24,1135,28,182,6,2,0,871.335,0
4,0,25,3415,62,17,26,3,0,207.08,0
9,0,15,3257,50,32,17,3,0,260.28,0
11,0,16,8527,166,55,42,5,0,212.895,0
12,0,33,3790,77,30,31,4,0,171.675,0
8,0,31,8855,111,129,37,3,0,874.64,0
4,0,9,4580,41,224,13,3,0,1080.84,0
14,0,17,3562,56,39,19,3,0,300.72,0
22,0,36,15080,222,49,30,3,0,808.08,0
10,0,45,2698,70,17,36,2,0,201.06,0
1,0,32,4130,75,0,19,3,0,168.2,0
0,0,35,6195,80,179,24,3,0,967.0,0
14,0,40,3835,85,37,30,3,0,304.8,0
11,0,31,655,29,18,11,2,1,111.78,0
0,0,40,193,7,11,7,2,1,58.5,0
12,0,14,8818,165,41,36,4,0,327.075,0
6,0,32,1970,44,37,21,3,1,228.56,0
15,0,40,4865,78,21,22,3,0,281.72,0
0,0,35,6560,93,17,24,4,0,208.825,0
7,0,37,6323,100,8,10,2,0,325.035,0
5,0,39,15260,178,153,32,2,0,1383.21,0
4,0,32,3813,58,0,29,1,0,212.905,0
9,0,40,2033,34,12,10,4,0,81.675,0
6,0,37,6528,74,99,34,2,0,742.59,0
9,0,20,2190,33,44,19,3,0,264.92,0
24,0,39,6833,115,41,26,3,0,441.92,0
1,0,24,1508,36,25,66,4,0,101.1,0
10,0,28,295,20,0,9,3,1,12.6,0
2,1,27,1070,33,191,11,2,0,909.135,0
21,0,23,6653,151,100,48,2,0,756.18,0
13,0,38,3965,83,41,31,3,0,325.92,0
9,0,34,4118,64,0,31,1,0,230.01,0
0,0,32,3353,73,0,24,2,0,154.17,0
12,0,40,7350,124,288,39,3,0,1450.96,0
5,0,38,13528,166,0,44,3,0,547.76,0
0,0,17,2660,45,0,15,3,0,108.2,0
2,0,38,2115,36,283,18,3,0,1218.04,0
14,0,38,7330,125,283,37,3,0,1430.2,0
0,0,7,4085,34,208,8,3,0,996.76,0
7,0,12,2773,43,21,15,3,0,196.64,0
11,0,16,6203,141,110,44,2,0,780.48,0
2,0,10,4505,46,247,14,3,0,1170.04,0
8,0,13,6028,132,73,38,1,0,740.3,0
9,0,18,2558,41,17,6,3,0,171.96,0
0,0,28,2920,61,9,22,3,0,155.24,0
19,0,46,2803,70,30,25,4,1,146.825,0
12,0,37,2363,52,7,14,3,1,124.6,0
11,0,41,6865,95,198,30,3,0,1070.4,0
1,0,10,3985,35,197,12,3,0,948.8,0
4,0,26,1568,39,30,68,4,0,115.175,0
0,0,32,2535,16,0,12,3,0,102.04,0
1,0,37,1783,31,32,10,4,0,125.35,0
0,0,26,0,0,0,0,4,1,0.0,0
10,0,36,2338,54,327,20,2,0,1579.14,0
18,0,16,9642,182,81,40,5,0,268.86,0
22,1,39,10020,137,172,60,3,0,1094.28,0
0,0,33,11100,145,0,43,3,0,449.8,0
20,0,39,9610,128,160,48,3,0,1029.52,0
5,0,23,1360,32,185,7,2,0,895.14,0
0,0,39,128,4,0,1,2,1,5.94,0
5,0,22,305,6,13,2,4,1,40.275,0
9,0,40,4075,67,7,4,3,0,193.68,0
5,0,33,13773,163,0,43,3,0,557.44,0
5,0,39,5513,90,0,14,3,0,224.12,0
10,0,42,6985,100,204,33,3,0,1099.4,0
2,0,21,860,23,7,9,2,0,71.235,0
0,0,25,820,29,177,6,2,0,834.705,0
6,0,36,6625,84,182,23,3,0,996.36,0
10,0,34,3695,80,22,24,3,0,239.0,0
0,0,34,1173,18,0,1,3,0,47.64,0
16,0,46,6483,111,29,20,3,0,379.76,0
7,0,23,1165,29,14,11,2,0,116.73,0
9,0,13,8817,166,75,41,4,0,412.075,0
17,0,36,9835,83,0,27,4,0,247.95,0
6,0,41,1933,54,9,16,3,1,115.48,0
26,0,33,15780,234,7,67,2,0,752.13,0
0,0,37,875,14,0,11,2,1,40.005,0
0,0,17,985,15,3,14,2,0,58.5,0
18,0,42,6078,108,41,30,2,0,462.87,0
10,0,34,3005,57,172,21,2,0,911.79,0
14,0,35,4080,82,31,29,3,0,290.48,0
3,0,10,2593,35,16,13,3,0,169.12,0
7,0,15,5488,125,57,25,1,0,622.215,0
11,0,26,585,19,0,3,2,1,27.18,0
1,0,41,2055,39,286,17,3,0,1227.76,0
0,0,12,4085,40,216,9,3,0,1029.0,0
12,0,35,9410,125,158,56,3,0,1013.4,0
3,0,36,4065,65,0,15,2,0,185.85,0
6,0,35,8620,114,128,38,3,0,861.36,0
11,0,42,3040,63,190,29,2,0,994.635,0
8,0,41,2780,59,183,24,2,0,951.255,0
21,0,20,6813,153,124,48,2,0,871.47,0
14,0,38,15675,182,125,28,2,0,1276.065,0
12,0,38,8710,116,126,45,3,0,857.04,0
2,0,7,8368,155,51,32,4,0,340.575,0
3,0,28,910,31,175,13,2,0,829.845,0
8,0,41,1925,54,53,26,3,1,291.16,0
14,0,35,6223,103,27,22,2,0,406.17,0
9,0,33,3085,53,174,24,2,0,924.21,0
6,0,32,6910,95,10,19,5,0,120.075,0
20,0,30,15885,238,25,82,2,0,838.035,0
0,0,37,1683,47,0,33,1,0,95.15,0
0,0,34,10450,137,0,45,3,0,423.48,0
3,0,36,6528,75,133,39,2,0,895.635,0
5,0,26,1070,13,23,3,4,1,84.575,0
0,0,22,0,0,11,0,4,1,27.5,0
0,0,41,405,14,14,7,3,1,72.76,0
6,0,27,1560,39,195,11,2,0,949.455,0
3,0,33,3713,52,0,28,1,0,207.075,0
0,0,24,1263,33,23,66,4,0,89.9,0
0,0,30,6365,85,0,16,4,0,161.25,0
12,0,40,2298,57,13,19,3,0,146.2,0
16,0,39,9230,126,142,42,3,0,942.24,0
0,0,27,700,12,25,6,4,1,80.3,0
5,0,34,2405,35,277,14,3,0,1205.6,0
11,0,44,2233,41,22,14,4,0,111.85,0
5,0,37,6745,89,188,26,3,0,1025.36,0
19,0,31,10435,87,0,41,4,0,263.05,0
10,0,11,6008,133,68,36,1,0,711.755,0
8,0,39,4485,77,37,21,3,0,330.48,0
5,0,33,7030,100,16,22,5,0,130.95,0
0,0,20,1308,29,15,62,4,0,70.925,0
5,0,35,6658,72,103,35,2,0,766.35,0
8,0,25,980,29,17,13,2,0,121.905,0
11,0,39,3890,88,64,32,3,0,415.12,0
16,0,29,15170,222,0,63,2,0,692.64,0
5,0,41,305,6,7,2,3,1,40.44,0
13,0,41,3955,90,43,33,3,0,333.8,0
0,0,29,1090,32,196,13,2,0,932.49,0
0,0,35,530,6,2,3,3,1,29.44,0
1,0,36,5613,89,0,10,2,0,256.59,0
28,0,28,16380,238,0,81,2,0,747.81,0
5,0,42,2440,41,295,22,3,0,1279.24,0
0,0,36,2333,55,0,31,1,0,131.34,0
5,0,5,4435,36,207,6,3,0,1006.84,0
0,0,32,875,8,0,10,2,1,39.735,0
4,0,36,2535,50,173,23,2,0,894.825,0
0,0,35,6005,79,170,21,3,0,923.36,0
17,0,34,14775,216,42,28,2,0,863.595,0
0,0,33,6185,87,0,7,4,0,156.8,0
7,0,12,8513,159,34,34,4,0,301.8,0
23,0,19,6887,148,101,47,2,0,771.075,0
6,0,36,3470,76,25,26,2,0,272.07,0
6,0,13,2673,37,20,14,3,0,188.4,0
2,0,34,11045,142,0,41,3,0,447.48,0
19,0,37,6528,109,34,24,2,0,451.665,0
8,0,43,6760,96,201,32,3,0,1078.24,0
8,0,41,6673,79,116,41,2,0,825.84,0
12,0,31,780,27,20,11,3,1,112.28,0
0,0,33,1875,25,267,11,3,0,1144.0,0
3,0,37,3020,30,11,19,3,0,166.0,0
7,0,38,2485,49,161,10,2,0,838.53,0
7,0,37,11465,154,11,47,4,0,317.975,0
0,0,30,3633,50,0,27,1,0,202.565,0
16,0,36,9240,119,140,40,3,0,934.36,0
0,0,34,2595,19,0,14,3,0,104.56,0
11,0,35,7155,116,246,31,2,0,1434.195,0
2,0,18,1695,26,28,14,2,0,203.445,0
6,0,24,280,13,0,1,2,1,13.185,0
17,0,37,9715,131,165,58,3,0,1053.84,0
10,0,23,620,23,0,3,2,1,28.935,0
13,0,35,15710,186,147,28,2,0,1376.82,0
0,0,35,380,7,0,6,2,1,17.415,0
3,0,36,1858,26,9,9,3,0,111.36,0
4,0,37,2245,33,253,14,3,0,1103.12,0
15,0,36,4000,86,29,26,3,0,279.44,0
21,0,19,6698,147,92,44,2,0,722.025,0
0,0,37,5900,76,165,11,3,0,899.04,0
4,0,39,4390,85,6,28,3,0,203.0,0
0,0,6,3375,23,183,8,3,0,867.92,0
5,0,35,1100,18,7,9,2,1,81.81,0
8,0,39,1833,49,0,19,3,1,75.28,0
9,0,36,7123,80,109,35,2,0,814.635,0
4,0,32,1978,44,0,11,3,1,80.88,0
30,1,37,16335,248,15,86,2,0,813.735,0
11,0,37,8925,120,135,40,3,0,901.8,0
15,0,31,1485,42,34,19,2,0,221.715,0
11,0,38,2483,57,10,17,3,1,141.6,0
7,0,37,13658,163,0,40,3,0,552.84,0
6,0,36,4810,87,16,38,3,0,259.88,0
6,0,36,4318,92,23,43,3,0,268.4,0
6,0,42,5873,99,15,16,3,0,298.88,0
6,0,36,2780,53,175,23,2,0,914.985,0
6,0,39,13368,164,0,46,3,0,541.28,0
27,0,38,15330,226,63,35,3,0,874.24,0
8,0,37,4920,88,3,23,3,0,212.32,0
10,0,19,3033,53,42,24,3,0,291.44,0
19,0,27,2130,48,47,30,2,0,309.51,0
7,0,36,8405,110,119,43,3,0,816.6,0
12,0,41,14193,181,39,50,3,0,730.96,0
0,0,7,4275,35,217,11,3,0,1040.4,0
0,0,37,258,2,2,2,2,1,20.7,0
12,0,44,4775,93,17,31,3,0,262.72,0
2,0,9,4390,40,215,10,3,0,1037.2,0
5,0,37,2765,44,286,16,3,0,1256.36,0
0,0,40,485,10,16,10,2,1,94.275,0
26,0,40,14845,221,40,19,3,0,762.64,0
6,0,40,3100,32,15,20,3,0,185.28,0
11,0,37,7385,128,310,39,3,0,1540.52,0
5,0,45,578,15,22,10,3,1,111.72,0
6,0,34,3943,86,7,26,3,0,189.16,0
9,0,38,2895,58,173,22,2,0,911.385,0
0,0,36,3473,79,0,28,2,0,159.84,0
2,0,37,595,8,0,4,2,1,27.135,0
9,0,38,1243,20,32,19,5,0,66.945,0
13,0,37,4323,64,7,32,1,0,279.785,0
8,0,36,8925,121,169,45,3,0,1037.84,0
0,0,25,635,10,46,5,4,1,131.125,0
6,0,35,11760,158,25,60,3,0,576.72,0
16,0,42,15970,196,168,37,2,0,1483.47,0
6,0,18,2295,36,49,29,2,0,325.395,0
0,0,32,2345,15,0,9,3,0,94.4,0
10,0,38,8990,123,148,46,3,0,956.52,0
2,0,40,5693,91,10,14,2,0,305.28,0
4,0,31,1270,40,201,15,2,0,963.45,0
7,0,38,2048,53,0,14,3,1,84.04,0
4,0,36,13713,166,0,42,3,0,555.16,0
15,0,43,15870,190,167,36,2,0,1474.2,0
3,0,34,3410,73,20,24,2,0,246.735,0
21,1,36,10435,93,1,42,5,0,159.42,0
13,0,30,880,33,21,12,2,1,135.585,0
6,0,45,703,13,24,10,3,1,124.64,0
8,0,19,2405,37,36,14,2,0,271.89,0
3,0,32,6850,111,273,34,2,0,1541.745,0
10,0,13,4755,49,227,14,3,0,1100.16,0
25,0,42,15095,229,62,36,3,0,860.96,0
3,0,41,5613,95,8,11,3,0,260.32,0
11,0,40,1890,31,15,13,2,1,153.945,0
9,0,28,1730,26,49,20,4,1,166.4,0
12,0,28,1405,40,30,18,2,0,200.025,0
5,0,10,8448,157,55,33,4,0,352.625,0
0,0,39,0,0,0,0,2,1,0.0,0
9,1,42,2193,58,16,21,3,1,154.04,0
6,0,38,2605,42,287,18,3,0,1253.88,0
0,0,35,5813,59,80,20,2,0,624.24,0
5,0,42,6500,92,194,27,3,0,1039.68,0
7,0,41,3893,66,2,34,1,0,228.745,0
12,0,35,2543,54,7,18,3,1,131.88,0
3,0,33,643,4,3,3,5,0,14.205,0
2,0,36,1260,39,20,22,3,1,131.96,0
2,0,27,1125,35,184,8,2,0,880.2,0
10,0,39,4313,72,33,39,1,0,422.675,0
0,0,28,600,6,24,5,4,1,75.15,0
22,1,40,10515,95,11,46,5,0,175.65,0
5,0,35,6490,93,7,9,5,0,109.245,0
2,0,31,7080,101,28,35,4,0,249.525,0
5,0,35,1855,45,47,23,3,1,264.0,0
0,0,37,520,14,38,10,3,1,173.36,0
13,0,37,9115,121,144,43,3,0,945.44,0
3,0,29,8550,105,122,35,3,0,834.2,0
33,0,42,15505,234,66,36,3,0,893.56,0
0,0,29,10900,138,0,39,3,0,441.52,0
5,0,30,1648,41,40,72,4,0,142.225,0
16,0,40,14678,185,28,61,3,0,706.52,0
1,0,38,2203,57,0,30,1,0,124.3,0
12,0,36,4595,75,7,15,3,0,214.8,0
12,0,42,3165,61,192,29,2,0,1009.17,0
11,0,39,1353,21,19,4,5,0,49.11,0
14,0,29,815,30,8,6,3,1,65.8,0
16,1,42,7530,132,293,41,3,0,1478.48,0
10,0,33,9420,76,0,40,4,0,237.4,0
7,0,39,13888,175,32,48,3,0,690.52,0
12,0,15,8932,171,73,40,4,0,410.075,0
2,0,33,6420,84,176,22,3,0,964.16,0
22,0,41,4790,99,47,30,3,0,383.56,0
10,0,28,2025,47,201,11,3,0,886.88,0
8,0,41,2813,70,41,39,2,0,314.235,0
8,0,36,2970,54,184,26,2,0,964.08,0
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