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8_visualize_metrics.yml
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8_visualize_metrics.yml
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target_default: 8_visualize_metrics
packages:
- sf
- tidyverse
- lwgeom
- smoothr
- igraph
- purrr
sources:
- 8_visualize_metrics/src/plot_metric_map.R
targets:
8_visualize_metrics:
depends:
- 8_visualize_metrics/out/rgcn2_full_mae_on_network.png
- 8_visualize_metrics/out/sntemp_full_mae_on_network.png
- 8_visualize_metrics/out/rgcn2_full_rmse_on_network.png
- 8_visualize_metrics/out/sntemp_full_rmse_on_network.png
- 8_visualize_metrics/out/rgcn2_full_mare_on_network.png
- 8_visualize_metrics/out/sntemp_full_mare_on_network.png
- 8_visualize_metrics/out/rgcn2_full_nse_on_network.png
- 8_visualize_metrics/out/sntemp_full_nse_on_network.png
- 8_visualize_metrics/out/rgnc2_full_true_pos_on_network.png
- 8_visualize_metrics/out/sntemp_full_true_pos_on_network.png
- 8_visualize_metrics/out/rgnc2_full_true_neg_on_network.png
- 8_visualize_metrics/out/sntemp_full_true_neg_on_network.png
- 8_visualize_metrics/out/rgnc2_full_false_pos_on_network.png
- 8_visualize_metrics/out/sntemp_full_false_pos_on_network.png
- 8_visualize_metrics/out/rgnc2_full_false_neg_on_network.png
- 8_visualize_metrics/out/sntemp_full_false_neg_on_network.png
- 8_visualize_metrics/out/rgnc2_full_max_temp_error_on_network.png
- 8_visualize_metrics/out/sntemp_full_max_temp_error_on_network.png
- 8_visualize_metrics/out/rgnc2_full_max_temp_time_on_network.png
- 8_visualize_metrics/out/sntemp_full_max_temp_time_on_network.png
# plot evaluation metrics
# mae for rgnc2_full model
8_visualize_metrics/out/rgcn2_full_mae_on_network.png:
command: plot_metric_map(out_file = target_name,
network_ind = '1_network/out/network.rds.ind',
metric_file = '4_evaluation/out/gen_metrics_by_seg.csv',
metric_col = I('mae'),
plot_model = I('rgcn2_full_full'),
legend_text = I('Mean Absolute Error'))
# mae for sntmep full model
8_visualize_metrics/out/sntemp_full_mae_on_network.png:
command: plot_metric_map(out_file = target_name,
network_ind = '1_network/out/network.rds.ind',
metric_file = '4_evaluation/out/gen_metrics_by_seg.csv',
metric_col = I('mae'),
plot_model = I('sntemp_full'),
legend_text = I('Mean Absolute Error'))
# rmse for rgnc full model
8_visualize_metrics/out/rgcn2_full_rmse_on_network.png:
command: plot_metric_map(out_file = target_name,
network_ind = '1_network/out/network.rds.ind',
metric_file = '4_evaluation/out/gen_metrics_by_seg.csv',
metric_col = I('rmse'),
plot_model = I('rgcn2_full_full'),
legend_text = I('RMSE'))
# rmse for sntemp full model
8_visualize_metrics/out/sntemp_full_rmse_on_network.png:
command: plot_metric_map(out_file = target_name,
network_ind = '1_network/out/network.rds.ind',
metric_file = '4_evaluation/out/gen_metrics_by_seg.csv',
metric_col = I('rmse'),
plot_model = I('sntemp_full'),
legend_text = I('RMSE'))
# mare for rgnc full model
8_visualize_metrics/out/rgcn2_full_mare_on_network.png:
command: plot_metric_map(out_file = target_name,
network_ind = '1_network/out/network.rds.ind',
metric_file = '4_evaluation/out/gen_metrics_by_seg.csv',
metric_col = I('mare'),
plot_model = I('rgcn2_full_full'),
legend_text = I('Mean Absolute Relative Error'))
# mare for sntemp full model
8_visualize_metrics/out/sntemp_full_mare_on_network.png:
command: plot_metric_map(out_file = target_name,
network_ind = '1_network/out/network.rds.ind',
metric_file = '4_evaluation/out/gen_metrics_by_seg.csv',
metric_col = I('mare'),
plot_model = I('sntemp_full'),
legend_text = I('Mean Absolute Relative Error'))
#nse for srgnc full model
8_visualize_metrics/out/rgcn2_full_nse_on_network.png:
command: plot_metric_map(out_file = target_name,
network_ind = '1_network/out/network.rds.ind',
metric_file = '4_evaluation/out/gen_metrics_by_seg.csv',
metric_col = I('nse'),
plot_model = I('rgcn2_full_full'),
legend_text = I('NSE'))
#nse for sntemp full model
8_visualize_metrics/out/sntemp_full_nse_on_network.png:
command: plot_metric_map(out_file = target_name,
network_ind = '1_network/out/network.rds.ind',
metric_file = '4_evaluation/out/gen_metrics_by_seg.csv',
metric_col = I('nse'),
plot_model = I('sntemp_full'),
legend_text = I('NSE'))
# exceedance for rgnc model
8_visualize_metrics/out/rgnc2_full_true_pos_on_network.png:
command: plot_metric_map(out_file = target_name,
network_ind = '1_network/out/network.rds.ind',
metric_file = '4_evaluation/out/exceedance_metrics_by_seg.csv',
metric_col = I('true_pos'),
plot_model = I('rgcn2_full_full'),
legend_text = I('True Positive Exceedances'))
# exceedance for sntemp model
8_visualize_metrics/out/sntemp_full_true_pos_on_network.png:
command: plot_metric_map(out_file = target_name,
network_ind = '1_network/out/network.rds.ind',
metric_file = '4_evaluation/out/exceedance_metrics_by_seg.csv',
metric_col = I('true_pos'),
plot_model = I('sntemp_full'),
legend_text = I('True Positive Exceedances'))
# exceedance for rgnc model
8_visualize_metrics/out/rgnc2_full_true_neg_on_network.png:
command: plot_metric_map(out_file = target_name,
network_ind = '1_network/out/network.rds.ind',
metric_file = '4_evaluation/out/exceedance_metrics_by_seg.csv',
metric_col = I('true_neg'),
plot_model = I('rgcn2_full_full'),
legend_text = I('True Negative Exceedances'))
# exceedance for sntemp model
8_visualize_metrics/out/sntemp_full_true_neg_on_network.png:
command: plot_metric_map(out_file = target_name,
network_ind = '1_network/out/network.rds.ind',
metric_file = '4_evaluation/out/exceedance_metrics_by_seg.csv',
metric_col = I('true_neg'),
plot_model = I('sntemp_full'),
legend_text = I('True Negative Exceedances'))
# exceedance for rgnc model
8_visualize_metrics/out/rgnc2_full_false_pos_on_network.png:
command: plot_metric_map(out_file = target_name,
network_ind = '1_network/out/network.rds.ind',
metric_file = '4_evaluation/out/exceedance_metrics_by_seg.csv',
metric_col = I('false_pos'),
plot_model = I('rgcn2_full_full'),
legend_text = I('False Positive Exceedances'))
# exceedance for sntemp model
8_visualize_metrics/out/sntemp_full_false_pos_on_network.png:
command: plot_metric_map(out_file = target_name,
network_ind = '1_network/out/network.rds.ind',
metric_file = '4_evaluation/out/exceedance_metrics_by_seg.csv',
metric_col = I('false_pos'),
plot_model = I('sntemp_full'),
legend_text = I('False Positive Exceedances'))
# exceedance for rgnc model
8_visualize_metrics/out/rgnc2_full_false_neg_on_network.png:
command: plot_metric_map(out_file = target_name,
network_ind = '1_network/out/network.rds.ind',
metric_file = '4_evaluation/out/exceedance_metrics_by_seg.csv',
metric_col = I('false_neg'),
plot_model = I('rgcn2_full_full'),
legend_text = I('False Negative Exceedances'))
# exceedance for sntemp model
8_visualize_metrics/out/sntemp_full_false_neg_on_network.png:
command: plot_metric_map(out_file = target_name,
network_ind = '1_network/out/network.rds.ind',
metric_file = '4_evaluation/out/exceedance_metrics_by_seg.csv',
metric_col = I('false_neg'),
plot_model = I('sntemp_full'),
legend_text = I('False Negative Exceedances'))
# max temps for rgnc model
8_visualize_metrics/out/rgnc2_full_max_temp_error_on_network.png:
command: plot_metric_map(out_file = target_name,
network_ind = '1_network/out/network.rds.ind',
metric_file = '4_evaluation/out/max_metrics_by_seg_year.csv',
metric_col = I('error_max_temp'),
plot_model = I('rgcn2_full_full'),
legend_text = I('Max Temp Error (deg C)'))
# max temps for sntemp model
8_visualize_metrics/out/sntemp_full_max_temp_error_on_network.png:
command: plot_metric_map(out_file = target_name,
network_ind = '1_network/out/network.rds.ind',
metric_file = '4_evaluation/out/max_metrics_by_seg_year.csv',
metric_col = I('error_max_temp'),
plot_model = I('sntemp_full'),
legend_text = I('Max Temp Error (deg C)'))
# max temps for rgnc model
8_visualize_metrics/out/rgnc2_full_max_temp_time_on_network.png:
command: plot_metric_map(out_file = target_name,
network_ind = '1_network/out/network.rds.ind',
metric_file = '4_evaluation/out/max_metrics_by_seg_year.csv',
metric_col = I('error_max_temp_timing'),
plot_model = I('rgcn2_full_full'),
legend_text = I('Max Temp Timing Error (days)'))
8_visualize_metrics/out/sntemp_full_max_temp_time_on_network.png:
command: plot_metric_map(out_file = target_name,
network_ind = '1_network/out/network.rds.ind',
metric_file = '4_evaluation/out/max_metrics_by_seg_year.csv',
metric_col = I('error_max_temp_timing'),
plot_model = I('sntemp_full'),
legend_text = I('Max Temp Timing Error (days)'))