\n", + " | model | \n", + "admin_level_name | \n", + "region_name | \n", + "rmse | \n", + "mae | \n", + "r2 | \n", + "DISTNAME | \n", + "geometry | \n", + "
---|---|---|---|---|---|---|---|---|
0 | \n", + "ealstm | \n", + "district_l2_kenya | \n", + "NAIROBI | \n", + "13.034867 | \n", + "9.907392 | \n", + "-0.674941 | \n", + "NAIROBI | \n", + "POLYGON ((36.90575473150634 -1.159051062893981... | \n", + "
1 | \n", + "previous_month | \n", + "district_l2_kenya | \n", + "NAIROBI | \n", + "11.051595 | \n", + "9.795107 | \n", + "-0.204027 | \n", + "NAIROBI | \n", + "POLYGON ((36.90575473150634 -1.159051062893981... | \n", + "
2 | \n", + "ealstm | \n", + "district_l2_kenya | \n", + "SAMBURU | \n", + "6.926626 | \n", + "5.606387 | \n", + "0.573924 | \n", + "SAMBURU | \n", + "POLYGON ((36.75165473150634 2.519848937106019,... | \n", + "
3 | \n", + "previous_month | \n", + "district_l2_kenya | \n", + "SAMBURU | \n", + "7.961759 | \n", + "5.947568 | \n", + "0.437061 | \n", + "SAMBURU | \n", + "POLYGON ((36.75165473150634 2.519848937106019,... | \n", + "
4 | \n", + "ealstm | \n", + "district_l2_kenya | \n", + "TRANS MARA | \n", + "9.777603 | \n", + "7.809506 | \n", + "-0.072351 | \n", + "TRANS MARA | \n", + "POLYGON ((35.15025473150634 -0.959251062893981... | \n", + "
\n", + " | admin_level_name | \n", + "model | \n", + "datetime | \n", + "region_name | \n", + "predicted_mean_value | \n", + "true_mean_value | \n", + "DISTNAME | \n", + "geometry | \n", + "
---|---|---|---|---|---|---|---|---|
0 | \n", + "district_l2_kenya | \n", + "ealstm | \n", + "2018-01-31 | \n", + "NAIROBI | \n", + "27.561455 | \n", + "23.551954 | \n", + "NAIROBI | \n", + "POLYGON ((36.90575473150634 -1.159051062893981... | \n", + "
1 | \n", + "district_l2_kenya | \n", + "previous_month | \n", + "2018-01-31 | \n", + "NAIROBI | \n", + "32.159204 | \n", + "23.551954 | \n", + "NAIROBI | \n", + "POLYGON ((36.90575473150634 -1.159051062893981... | \n", + "
2 | \n", + "district_l2_kenya | \n", + "previous_month | \n", + "2018-02-28 | \n", + "NAIROBI | \n", + "23.551954 | \n", + "20.263123 | \n", + "NAIROBI | \n", + "POLYGON ((36.90575473150634 -1.159051062893981... | \n", + "
3 | \n", + "district_l2_kenya | \n", + "ealstm | \n", + "2018-02-28 | \n", + "NAIROBI | \n", + "29.441332 | \n", + "20.263123 | \n", + "NAIROBI | \n", + "POLYGON ((36.90575473150634 -1.159051062893981... | \n", + "
4 | \n", + "district_l2_kenya | \n", + "previous_month | \n", + "2018-03-31 | \n", + "NAIROBI | \n", + "20.263125 | \n", + "29.301306 | \n", + "NAIROBI | \n", + "POLYGON ((36.90575473150634 -1.159051062893981... | \n", + "
\n", + " | month | \n", + "ealstm | \n", + "previous_month | \n", + "metric | \n", + "
---|---|---|---|---|
0 | \n", + "1.0 | \n", + "11.962646 | \n", + "15.918060 | \n", + "rmse | \n", + "
1 | \n", + "2.0 | \n", + "55.521111 | \n", + "9.609800 | \n", + "rmse | \n", + "
2 | \n", + "3.0 | \n", + "50.634243 | \n", + "18.995626 | \n", + "rmse | \n", + "
3 | \n", + "4.0 | \n", + "39.116074 | \n", + "24.495406 | \n", + "rmse | \n", + "
4 | \n", + "5.0 | \n", + "37.968170 | \n", + "18.025452 | \n", + "rmse | \n", + "
\n", + " | month | \n", + "metric | \n", + "variable | \n", + "value | \n", + "
---|---|---|---|---|
0 | \n", + "1.0 | \n", + "rmse | \n", + "ealstm | \n", + "12.328923 | \n", + "
1 | \n", + "2.0 | \n", + "rmse | \n", + "ealstm | \n", + "10.038730 | \n", + "
2 | \n", + "3.0 | \n", + "rmse | \n", + "ealstm | \n", + "15.299802 | \n", + "
3 | \n", + "4.0 | \n", + "rmse | \n", + "ealstm | \n", + "15.628013 | \n", + "
4 | \n", + "5.0 | \n", + "rmse | \n", + "ealstm | \n", + "21.278271 | \n", + "
\n", + " | region_name | \n", + "mean_value | \n", + "DISTNAME | \n", + "geometry | \n", + "
---|---|---|---|---|
0 | \n", + "BARINGO | \n", + "63.884841 | \n", + "BARINGO | \n", + "POLYGON ((36.04355473150635 1.250548937106019,... | \n", + "
1 | \n", + "BARINGO | \n", + "63.884841 | \n", + "BARINGO | \n", + "POLYGON ((36.04355473150635 1.250548937106019,... | \n", + "
2 | \n", + "BARINGO | \n", + "63.884841 | \n", + "BARINGO | \n", + "POLYGON ((36.04355473150635 1.250548937106019,... | \n", + "
3 | \n", + "BARINGO | \n", + "63.884841 | \n", + "BARINGO | \n", + "POLYGON ((36.04355473150635 1.250548937106019,... | \n", + "
4 | \n", + "BARINGO | \n", + "63.884841 | \n", + "BARINGO | \n", + "POLYGON ((36.04355473150635 1.250548937106019,... | \n", + "
\n", + " | model | \n", + "admin_level_name | \n", + "region_name | \n", + "rmse | \n", + "mae | \n", + "r2 | \n", + "DISTNAME | \n", + "geometry | \n", + "
---|---|---|---|---|---|---|---|---|
0 | \n", + "ealstm | \n", + "district_l2_kenya | \n", + "NAIROBI | \n", + "13.034867 | \n", + "9.907392 | \n", + "-0.674941 | \n", + "NAIROBI | \n", + "POLYGON ((36.90575473150634 -1.159051062893981... | \n", + "
1 | \n", + "previous_month | \n", + "district_l2_kenya | \n", + "NAIROBI | \n", + "11.051595 | \n", + "9.795107 | \n", + "-0.204027 | \n", + "NAIROBI | \n", + "POLYGON ((36.90575473150634 -1.159051062893981... | \n", + "
2 | \n", + "ealstm | \n", + "district_l2_kenya | \n", + "SAMBURU | \n", + "6.926626 | \n", + "5.606387 | \n", + "0.573924 | \n", + "SAMBURU | \n", + "POLYGON ((36.75165473150634 2.519848937106019,... | \n", + "
3 | \n", + "previous_month | \n", + "district_l2_kenya | \n", + "SAMBURU | \n", + "7.961759 | \n", + "5.947568 | \n", + "0.437061 | \n", + "SAMBURU | \n", + "POLYGON ((36.75165473150634 2.519848937106019,... | \n", + "
4 | \n", + "ealstm | \n", + "district_l2_kenya | \n", + "TRANS MARA | \n", + "9.777603 | \n", + "7.809506 | \n", + "-0.072351 | \n", + "TRANS MARA | \n", + "POLYGON ((35.15025473150634 -0.959251062893981... | \n", + "
\n", + " | admin_level_name | \n", + "model | \n", + "datetime | \n", + "region_name | \n", + "predicted_mean_value | \n", + "true_mean_value | \n", + "DISTNAME | \n", + "geometry | \n", + "
---|---|---|---|---|---|---|---|---|
0 | \n", + "district_l2_kenya | \n", + "ealstm | \n", + "2018-01-31 | \n", + "NAIROBI | \n", + "27.561455 | \n", + "23.551954 | \n", + "NAIROBI | \n", + "POLYGON ((36.90575473150634 -1.159051062893981... | \n", + "
1 | \n", + "district_l2_kenya | \n", + "previous_month | \n", + "2018-01-31 | \n", + "NAIROBI | \n", + "32.159204 | \n", + "23.551954 | \n", + "NAIROBI | \n", + "POLYGON ((36.90575473150634 -1.159051062893981... | \n", + "
2 | \n", + "district_l2_kenya | \n", + "previous_month | \n", + "2018-02-28 | \n", + "NAIROBI | \n", + "23.551954 | \n", + "20.263123 | \n", + "NAIROBI | \n", + "POLYGON ((36.90575473150634 -1.159051062893981... | \n", + "
3 | \n", + "district_l2_kenya | \n", + "ealstm | \n", + "2018-02-28 | \n", + "NAIROBI | \n", + "29.441332 | \n", + "20.263123 | \n", + "NAIROBI | \n", + "POLYGON ((36.90575473150634 -1.159051062893981... | \n", + "
4 | \n", + "district_l2_kenya | \n", + "previous_month | \n", + "2018-03-31 | \n", + "NAIROBI | \n", + "20.263125 | \n", + "29.301306 | \n", + "NAIROBI | \n", + "POLYGON ((36.90575473150634 -1.159051062893981... | \n", + "