Upload 3 files

f2.csv

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+Temparature,Humidity,Moisture,Soil_Type,Crop_Type,Nitrogen,Potassium,Phosphorous,Fertilizer
+20,83,26,Clayey,rice,90,49,36,Urea
+25,84,32,Loamy,rice,66,59,36,Urea
+33,64,50,Loamy,Wheat,41,0,0,Urea
+34,65,54,Loamy,Wheat,38,0,0,Urea
+38,72,51,Loamy,Wheat,39,0,0,Urea
+31,62,32,Red,Tobacco,39,0,0,Urea
+32,62,30,Loamy,Sugarcane,38,0,0,Urea
+34,65,60,Black,Sugarcane,35,0,0,Urea
+33,64,34,Clayey,Pulses,38,0,0,Urea
+28,54,38,Clayey,Pulses,40,0,0,Urea
+27,55,44,Loamy,pomegranate,2,24,38,Urea
+28,54,46,Clayey,Paddy,35,0,0,Urea
+34,65,38,Clayey,Paddy,39,0,0,Urea
+28,54,41,Clayey,Paddy,36,0,0,Urea
+27,53,35,Black,Oil seeds,37,0,0,Urea
+27,53,34,Black,Oil seeds,42,0,0,Urea
+28,54,37,Black,Millets,36,0,0,Urea
+28,54,35,Black,Millets,41,0,0,Urea
+30,60,40,Sandy,Millets,41,0,0,Urea
+27,53,30,Black,Millets,35,0,0,Urea
+26,52,38,Sandy,Maize,37,0,0,Urea
+30,60,29,Red,Ground Nuts,41,0,0,Urea
+36,68,41,Red,Ground Nuts,41,0,0,Urea
+25,50,65,Loamy,Cotton,36,0,0,Urea
+28,54,65,Black,Cotton,39,0,0,Urea
+26,53,28,Loamy,coffee,85,33,25,Urea
+26,66,30,Loamy,coffee,80,30,25,Urea
+25,85,60,Loamy,watermelon,110,10,54,TSP
+26,82,25,Loamy,rice,86,41,36,TSP
+30,88,44,Loamy,pomegranate,5,15,38,TSP
+25,82,65,Loamy,watermelon,100,24,54,TSP
+26,80,59,Loamy,watermelon,109,27,54,TSP
+30,89,30,Loamy,pomegranate,5,21,38,TSP
+26,82,27,Loamy,rice,73,48,36,TSP
+25,55,53,Loamy,pomegranate,0,27,38,Superphosphate
+28,61,33,Loamy,pomegranate,31,25,38,Superphosphate
+27,85,37,Loamy,pomegranate,21,21,38,Superphosphate
+29,82,39,Loamy,pomegranate,15,11,38,Potassium sulfate.
+30,83,63,Loamy,pomegranate,39,30,38,Potassium sulfate.
+26,78,43,Sandy,Cotton,22,26,38,Potassium sulfate.
+25,79,59,Loamy,Cotton,117,43,25,Potassium chloride
+26,84,44,Loamy,watermelon,92,8,54,DAP
+25,83,30,Loamy,watermelon,114,27,54,DAP
+25,81,41,Clayey,rice,75,47,36,DAP
+29,58,52,Loamy,Wheat,13,0,36,DAP
+35,68,33,Red,Tobacco,11,0,37,DAP
+29,52,45,Loamy,Sugarcane,12,0,36,DAP
+30,60,27,Loamy,Sugarcane,12,0,40,DAP
+22,81,45,Clayey,rice,78,43,36,DAP
+27,54,28,Clayey,Pulses,13,0,40,DAP
+37,70,37,Clayey,Paddy,12,0,41,DAP
+37,70,32,Black,Oil seeds,12,0,39,DAP
+29,58,34,Sandy,Millets,15,0,37,DAP
+36,60,43,Sandy,Millets,15,0,41,DAP
+26,52,31,Red,Ground Nuts,14,0,41,DAP
+32,62,34,Red,Ground Nuts,15,0,37,DAP
+33,64,31,Red,Ground Nuts,13,0,39,DAP
+24,82,65,Sandy,Cotton,126,46,25,DAP
+25,78,40,Loamy,Cotton,102,37,25,DAP
+36,68,62,Red,Cotton,15,0,40,DAP
+34,65,63,Red,Cotton,14,0,38,DAP
+29,58,65,Black,Cotton,14,0,35,DAP
+29,58,61,Loamy,Cotton,11,0,38,DAP
+23,52,44,Sandy,coffee,116,23,25,DAP
+25,57,30,Sandy,coffee,117,34,25,DAP
+35,67,42,Sandy,Barley,10,0,35,DAP
+30,60,47,Sandy,Barley,12,0,42,DAP
+26,52,48,Loamy,Wheat,23,0,19,28-28
+34,65,48,Loamy,Wheat,23,0,19,28-28
+32,62,34,Red,Tobacco,22,0,20,28-28
+32,62,34,Red,Tobacco,22,0,24,28-28
+34,65,31,Red,Tobacco,23,0,21,28-28
+26,52,39,Clayey,Pulses,21,0,23,28-28
+25,50,32,Clayey,Pulses,24,0,19,28-28
+32,62,41,Clayey,Paddy,24,0,22,28-28
+29,58,43,Clayey,Paddy,24,0,18,28-28
+30,60,42,Sandy,Millets,21,0,18,28-28
+27,53,43,Black,Millets,23,0,24,28-28
+26,52,44,Sandy,Maize,23,0,20,28-28
+30,60,47,Sandy,Maize,22,0,21,28-28
+29,58,40,Red,Ground Nuts,24,0,23,28-28
+34,65,64,Black,Cotton,24,0,20,28-28
+25,50,39,Sandy,Barley,21,0,19,28-28
+31,62,44,Sandy,Barley,21,0,28,28-28
+30,60,49,Loamy,Wheat,13,0,9,20-20
+34,65,57,Black,Sugarcane,9,0,13,20-20
+27,53,59,Loamy,Sugarcane,10,0,15,20-20
+26,52,59,Loamy,Sugarcane,11,0,9,20-20
+29,58,57,Black,Sugarcane,12,0,10,20-20
+26,52,36,Clayey,Pulses,14,0,13,20-20
+27,54,30,Clayey,Pulses,13,0,13,20-20
+33,64,39,Clayey,Paddy,13,0,10,20-20
+26,52,32,Black,Oil seeds,12,0,8,20-20
+36,68,33,Black,Oil seeds,13,0,14,20-20
+30,60,44,Sandy,Millets,10,0,9,20-20
+29,58,37,Sandy,Millets,8,0,15,20-20
+30,60,38,Sandy,Millets,10,0,14,20-20
+25,50,64,Red,Cotton,9,0,10,20-20
+31,62,49,Black,Sugarcane,10,13,14,17-17-17
+34,65,53,Loamy,Sugarcane,12,14,12,17-17-17
+25,50,56,Loamy,Sugarcane,11,13,15,17-17-17
+31,62,48,Sandy,Maize,14,15,12,17-17-17
+25,50,26,Red,Ground Nuts,15,14,11,17-17-17
+31,62,63,Red,Cotton,11,12,15,17-17-17
+26,52,35,Sandy,Barley,12,10,13,17-17-17
+27,64,33,Clayey,kidneybeans,20,25,6,15-15-15
+0,65,38,Loamy,kidneybeans,23,23,6,15-15-15
+37,74,47,Loamy,kidneybeans,25,18,6,15-15-15
+20,69,63,Loamy,kidneybeans,23,23,6,15-15-15
+38,70,48,Loamy,Wheat,8,8,28,14-35-14
+30,60,58,Loamy,Sugarcane,10,7,32,14-35-14
+29,58,55,Loamy,Sugarcane,8,8,33,14-35-14
+35,67,28,Clayey,Pulses,8,7,31,14-35-14
+29,58,42,Clayey,Paddy,9,10,22,14-35-14
+28,54,43,Clayey,Paddy,10,8,29,14-35-14
+29,58,33,Black,Oil seeds,9,7,30,14-35-14
+30,60,26,Black,Oil seeds,8,9,30,14-35-14
+33,64,51,Sandy,Maize,5,9,29,14-35-14
+28,54,25,Sandy,Maize,9,10,30,14-35-14
+34,65,62,Black,Cotton,7,9,30,14-35-14
+30,60,63,Red,Cotton,9,9,29,14-35-14
+30,60,61,Loamy,Cotton,8,10,31,14-35-14
+36,68,38,Sandy,Barley,7,9,30,14-35-14
+27,94,59,Loamy,orange,24,18,6,14-14-14
+16,94,44,Loamy,orange,4,13,6,14-14-14
+12,90,28,Loamy,orange,8,16,6,14-14-14
+31,94,51,Loamy,orange,5,25,6,14-14-14
+36,68,50,Loamy,Wheat,12,18,19,10-26-26
+29,58,30,Red,Tobacco,13,17,16,10-26-26
+30,60,27,Red,Tobacco,4,17,17,10-26-26
+25,50,40,Clayey,Pulses,6,19,16,10-26-26
+26,52,36,Clayey,Pulses,7,16,20,10-26-26
+34,65,45,Clayey,Paddy,6,19,21,10-26-26
+28,54,47,Sandy,Barley,5,18,15,10-26-26
+24,91,34,Sandy,orange,22,17,5,10-10-10
+23,93,31,Sandy,orange,4,23,5,10-10-10
+12,95,42,Sandy,orange,11,14,5,10-10-10
+27,80,31,Clayey,kidneybeans,19,21,6,10-10-10
+20,83,26,Clayey,rice,90,49,36,Urea
+20,83,26,Clayey,rice,90,49,36,Urea
+20,83,26,Clayey,rice,90,49,36,Urea
+25,84,32,Loamy,rice,66,59,36,Urea
+25,84,32,Loamy,rice,66,59,36,Urea
+25,84,32,Loamy,rice,66,59,36,Urea
+33,64,50,Loamy,Wheat,41,0,0,Urea
+33,64,50,Loamy,Wheat,41,0,0,Urea
+33,64,50,Loamy,Wheat,41,0,0,Urea
+34,65,54,Loamy,Wheat,38,0,0,Urea
+34,65,54,Loamy,Wheat,38,0,0,Urea
+34,65,54,Loamy,Wheat,38,0,0,Urea
+38,72,51,Loamy,Wheat,39,0,0,Urea
+38,72,51,Loamy,Wheat,39,0,0,Urea
+38,72,51,Loamy,Wheat,39,0,0,Urea
+31,62,32,Red,Tobacco,39,0,0,Urea
+31,62,32,Red,Tobacco,39,0,0,Urea
+31,62,32,Red,Tobacco,39,0,0,Urea
+32,62,30,Loamy,Sugarcane,38,0,0,Urea
+32,62,30,Loamy,Sugarcane,38,0,0,Urea
+32,62,30,Loamy,Sugarcane,38,0,0,Urea
+34,65,60,Black,Sugarcane,35,0,0,Urea
+34,65,60,Black,Sugarcane,35,0,0,Urea
+34,65,60,Black,Sugarcane,35,0,0,Urea
+33,64,34,Clayey,Pulses,38,0,0,Urea
+33,64,34,Clayey,Pulses,38,0,0,Urea
+33,64,34,Clayey,Pulses,38,0,0,Urea
+28,54,38,Clayey,Pulses,40,0,0,Urea
+28,54,38,Clayey,Pulses,40,0,0,Urea
+28,54,38,Clayey,Pulses,40,0,0,Urea
+27,55,44,Loamy,pomegranate,2,24,38,Urea
+27,55,44,Loamy,pomegranate,2,24,38,Urea
+27,55,44,Loamy,pomegranate,2,24,38,Urea
+28,54,46,Clayey,Paddy,35,0,0,Urea
+28,54,46,Clayey,Paddy,35,0,0,Urea
+28,54,46,Clayey,Paddy,35,0,0,Urea
+34,65,38,Clayey,Paddy,39,0,0,Urea
+34,65,38,Clayey,Paddy,39,0,0,Urea
+34,65,38,Clayey,Paddy,39,0,0,Urea
+28,54,41,Clayey,Paddy,36,0,0,Urea
+28,54,41,Clayey,Paddy,36,0,0,Urea
+28,54,41,Clayey,Paddy,36,0,0,Urea
+27,53,35,Black,Oil seeds,37,0,0,Urea
+27,53,35,Black,Oil seeds,37,0,0,Urea
+27,53,35,Black,Oil seeds,37,0,0,Urea
+27,53,34,Black,Oil seeds,42,0,0,Urea
+27,53,34,Black,Oil seeds,42,0,0,Urea
+27,53,34,Black,Oil seeds,42,0,0,Urea
+28,54,37,Black,Millets,36,0,0,Urea
+28,54,37,Black,Millets,36,0,0,Urea
+28,54,37,Black,Millets,36,0,0,Urea
+28,54,35,Black,Millets,41,0,0,Urea
+28,54,35,Black,Millets,41,0,0,Urea
+28,54,35,Black,Millets,41,0,0,Urea
+30,60,40,Sandy,Millets,41,0,0,Urea
+30,60,40,Sandy,Millets,41,0,0,Urea
+30,60,40,Sandy,Millets,41,0,0,Urea
+27,53,30,Black,Millets,35,0,0,Urea
+27,53,30,Black,Millets,35,0,0,Urea
+27,53,30,Black,Millets,35,0,0,Urea
+26,52,38,Sandy,Maize,37,0,0,Urea
+26,52,38,Sandy,Maize,37,0,0,Urea
+26,52,38,Sandy,Maize,37,0,0,Urea
+30,60,29,Red,Ground Nuts,41,0,0,Urea
+30,60,29,Red,Ground Nuts,41,0,0,Urea
+30,60,29,Red,Ground Nuts,41,0,0,Urea
+36,68,41,Red,Ground Nuts,41,0,0,Urea
+36,68,41,Red,Ground Nuts,41,0,0,Urea
+36,68,41,Red,Ground Nuts,41,0,0,Urea
+25,50,65,Loamy,Cotton,36,0,0,Urea
+25,50,65,Loamy,Cotton,36,0,0,Urea
+25,50,65,Loamy,Cotton,36,0,0,Urea
+28,54,65,Black,Cotton,39,0,0,Urea
+28,54,65,Black,Cotton,39,0,0,Urea
+28,54,65,Black,Cotton,39,0,0,Urea
+26,53,28,Loamy,coffee,85,33,25,Urea
+26,53,28,Loamy,coffee,85,33,25,Urea
+26,53,28,Loamy,coffee,85,33,25,Urea
+26,66,30,Loamy,coffee,80,30,25,Urea
+26,66,30,Loamy,coffee,80,30,25,Urea
+26,66,30,Loamy,coffee,80,30,25,Urea
+25,85,60,Loamy,watermelon,110,10,54,TSP
+25,85,60,Loamy,watermelon,110,10,54,TSP
+25,85,60,Loamy,watermelon,110,10,54,TSP
+26,82,25,Loamy,rice,86,41,36,TSP
+26,82,25,Loamy,rice,86,41,36,TSP
+26,82,25,Loamy,rice,86,41,36,TSP
+30,88,44,Loamy,pomegranate,5,15,38,TSP
+30,88,44,Loamy,pomegranate,5,15,38,TSP
+30,88,44,Loamy,pomegranate,5,15,38,TSP
+25,82,65,Loamy,watermelon,100,24,54,TSP
+25,82,65,Loamy,watermelon,100,24,54,TSP
+25,82,65,Loamy,watermelon,100,24,54,TSP
+26,80,59,Loamy,watermelon,109,27,54,TSP
+26,80,59,Loamy,watermelon,109,27,54,TSP
+26,80,59,Loamy,watermelon,109,27,54,TSP
+30,89,30,Loamy,pomegranate,5,21,38,TSP
+30,89,30,Loamy,pomegranate,5,21,38,TSP
+30,89,30,Loamy,pomegranate,5,21,38,TSP
+26,82,27,Loamy,rice,73,48,36,TSP
+26,82,27,Loamy,rice,73,48,36,TSP
+26,82,27,Loamy,rice,73,48,36,TSP
+25,55,53,Loamy,pomegranate,0,27,38,Superphosphate
+25,55,53,Loamy,pomegranate,0,27,38,Superphosphate
+25,55,53,Loamy,pomegranate,0,27,38,Superphosphate
+28,61,33,Loamy,pomegranate,31,25,38,Superphosphate
+28,61,33,Loamy,pomegranate,31,25,38,Superphosphate
+28,61,33,Loamy,pomegranate,31,25,38,Superphosphate
+27,85,37,Loamy,pomegranate,21,21,38,Superphosphate
+27,85,37,Loamy,pomegranate,21,21,38,Superphosphate
+27,85,37,Loamy,pomegranate,21,21,38,Superphosphate
+29,82,39,Loamy,pomegranate,15,11,38,Potassium sulfate.
+29,82,39,Loamy,pomegranate,15,11,38,Potassium sulfate.
+29,82,39,Loamy,pomegranate,15,11,38,Potassium sulfate.
+30,83,63,Loamy,pomegranate,39,30,38,Potassium sulfate.
+30,83,63,Loamy,pomegranate,39,30,38,Potassium sulfate.
+30,83,63,Loamy,pomegranate,39,30,38,Potassium sulfate.
+26,78,43,Sandy,Cotton,22,26,38,Potassium sulfate.
+26,78,43,Sandy,Cotton,22,26,38,Potassium sulfate.
+26,78,43,Sandy,Cotton,22,26,38,Potassium sulfate.
+25,79,59,Loamy,Cotton,117,43,25,Potassium chloride
+25,79,59,Loamy,Cotton,117,43,25,Potassium chloride
+25,79,59,Loamy,Cotton,117,43,25,Potassium chloride
+26,84,44,Loamy,watermelon,92,8,54,DAP
+26,84,44,Loamy,watermelon,92,8,54,DAP
+26,84,44,Loamy,watermelon,92,8,54,DAP
+25,83,30,Loamy,watermelon,114,27,54,DAP
+25,83,30,Loamy,watermelon,114,27,54,DAP
+25,83,30,Loamy,watermelon,114,27,54,DAP
+25,81,41,Clayey,rice,75,47,36,DAP
+25,81,41,Clayey,rice,75,47,36,DAP
+25,81,41,Clayey,rice,75,47,36,DAP
+29,58,52,Loamy,Wheat,13,0,36,DAP
+29,58,52,Loamy,Wheat,13,0,36,DAP
+29,58,52,Loamy,Wheat,13,0,36,DAP
+35,68,33,Red,Tobacco,11,0,37,DAP
+35,68,33,Red,Tobacco,11,0,37,DAP
+35,68,33,Red,Tobacco,11,0,37,DAP
+29,52,45,Loamy,Sugarcane,12,0,36,DAP
+29,52,45,Loamy,Sugarcane,12,0,36,DAP
+29,52,45,Loamy,Sugarcane,12,0,36,DAP
+30,60,27,Loamy,Sugarcane,12,0,40,DAP
+30,60,27,Loamy,Sugarcane,12,0,40,DAP
+30,60,27,Loamy,Sugarcane,12,0,40,DAP
+22,81,45,Clayey,rice,78,43,36,DAP
+22,81,45,Clayey,rice,78,43,36,DAP
+22,81,45,Clayey,rice,78,43,36,DAP
+27,54,28,Clayey,Pulses,13,0,40,DAP
+27,54,28,Clayey,Pulses,13,0,40,DAP
+27,54,28,Clayey,Pulses,13,0,40,DAP
+37,70,37,Clayey,Paddy,12,0,41,DAP
+37,70,37,Clayey,Paddy,12,0,41,DAP
+37,70,37,Clayey,Paddy,12,0,41,DAP
+37,70,32,Black,Oil seeds,12,0,39,DAP
+37,70,32,Black,Oil seeds,12,0,39,DAP
+37,70,32,Black,Oil seeds,12,0,39,DAP
+29,58,34,Sandy,Millets,15,0,37,DAP
+29,58,34,Sandy,Millets,15,0,37,DAP
+29,58,34,Sandy,Millets,15,0,37,DAP
+36,60,43,Sandy,Millets,15,0,41,DAP
+36,60,43,Sandy,Millets,15,0,41,DAP
+36,60,43,Sandy,Millets,15,0,41,DAP
+26,52,31,Red,Ground Nuts,14,0,41,DAP
+26,52,31,Red,Ground Nuts,14,0,41,DAP
+26,52,31,Red,Ground Nuts,14,0,41,DAP
+32,62,34,Red,Ground Nuts,15,0,37,DAP
+32,62,34,Red,Ground Nuts,15,0,37,DAP
+32,62,34,Red,Ground Nuts,15,0,37,DAP
+33,64,31,Red,Ground Nuts,13,0,39,DAP
+33,64,31,Red,Ground Nuts,13,0,39,DAP
+33,64,31,Red,Ground Nuts,13,0,39,DAP
+24,82,65,Sandy,Cotton,126,46,25,DAP
+24,82,65,Sandy,Cotton,126,46,25,DAP
+24,82,65,Sandy,Cotton,126,46,25,DAP
+25,78,40,Loamy,Cotton,102,37,25,DAP
+25,78,40,Loamy,Cotton,102,37,25,DAP
+25,78,40,Loamy,Cotton,102,37,25,DAP
+36,68,62,Red,Cotton,15,0,40,DAP
+36,68,62,Red,Cotton,15,0,40,DAP
+36,68,62,Red,Cotton,15,0,40,DAP
+34,65,63,Red,Cotton,14,0,38,DAP
+34,65,63,Red,Cotton,14,0,38,DAP
+34,65,63,Red,Cotton,14,0,38,DAP
+29,58,65,Black,Cotton,14,0,35,DAP
+29,58,65,Black,Cotton,14,0,35,DAP
+29,58,65,Black,Cotton,14,0,35,DAP
+29,58,61,Loamy,Cotton,11,0,38,DAP
+29,58,61,Loamy,Cotton,11,0,38,DAP
+29,58,61,Loamy,Cotton,11,0,38,DAP
+23,52,44,Sandy,coffee,116,23,25,DAP
+23,52,44,Sandy,coffee,116,23,25,DAP
+23,52,44,Sandy,coffee,116,23,25,DAP
+25,57,30,Sandy,coffee,117,34,25,DAP
+25,57,30,Sandy,coffee,117,34,25,DAP
+25,57,30,Sandy,coffee,117,34,25,DAP
+35,67,42,Sandy,Barley,10,0,35,DAP
+35,67,42,Sandy,Barley,10,0,35,DAP
+35,67,42,Sandy,Barley,10,0,35,DAP
+30,60,47,Sandy,Barley,12,0,42,DAP
+30,60,47,Sandy,Barley,12,0,42,DAP
+30,60,47,Sandy,Barley,12,0,42,DAP
+26,52,48,Loamy,Wheat,23,0,19,28-28
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+34,65,48,Loamy,Wheat,23,0,19,28-28
+32,62,34,Red,Tobacco,22,0,20,28-28
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+32,62,34,Red,Tobacco,22,0,20,28-28
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+34,65,31,Red,Tobacco,23,0,21,28-28
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+26,52,39,Clayey,Pulses,21,0,23,28-28
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+27,53,43,Black,Millets,23,0,24,28-28
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+30,60,47,Sandy,Maize,22,0,21,28-28
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+31,62,44,Sandy,Barley,21,0,28,28-28
+31,62,44,Sandy,Barley,21,0,28,28-28
+30,60,49,Loamy,Wheat,13,0,9,20-20
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+31,94,51,Loamy,orange,5,25,6,14-14-14
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+26,52,36,Clayey,Pulses,7,16,20,10-26-26
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+34,65,45,Clayey,Paddy,6,19,21,10-26-26
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+24,91,34,Sandy,orange,22,17,5,10-10-10
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+23,93,31,Sandy,orange,4,23,5,10-10-10
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+12,95,42,Sandy,orange,11,14,5,10-10-10
+27,80,31,Clayey,kidneybeans,19,21,6,10-10-10
+27,80,31,Clayey,kidneybeans,19,21,6,10-10-10
+27,80,31,Clayey,kidneybeans,19,21,6,10-10-10

log_reg_model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e00ddf05d384d8456757c155407dae6a514dddc6d8759f73eb743cf66de21937
+size 129

requirements.txt

@@ -0,0 +1,7 @@
+streamlit==1.14.0
+pandas==1.5.3
+joblib==1.2.0
+matplotlib==3.6.3
+seaborn==0.11.2
+numpy==1.23.5
+scikit-learn==1.1.3