Flood Monitoring Org / Flood Monitor +8Hr Public
Target: Cortex-M4F 80MHz Clone this project

Test data

Set thresholds
Model variants
Test 'Unoptimized (float32)' model Test 'Quantized (int8)' model
Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse. Maximum absolute regression error is 0.19, set thresholds.

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Sample name Expected outcome Length Accuracy Result Error
F2470_20231218000000_to_20231219234500 0.974, 0.973, 0.972, 0.971, 0.97, 0.969, 0.968, 0.967, 0.966, 0.965 2d 0s 100% 1 max, 0.95 avg, 0.92 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231224000000_to_20231225234500 0.839, 0.84, 0.841, 0.842, 0.843, 0.844, 0.846, 0.847, 0.848, 0.849 2d 0s 100% 0.9 max, 0.87 avg, 0.86 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231202000000_to_20231203234500 0.891, 0.89, 0.889, 0.888, 0.887, 0.886, 0.885, 0.884, 0.883, 0.882 2d 0s 100% 1.07 max, 0.89 avg, 0.88 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231230000000_to_20231231234500 1.202, 1.201, 1.199, 1.198, 1.2, 1.205, 1.211, 1.215, 1.216, 1.214 2d 0s 86% 2.29 max, 1.69 avg, 1.17 min 0.02
Show classification Show in data acquisition Show in feature explorer
F2470_20231228000000_to_20231229234500 1.86, 1.857, 1.856, 1.855, 1.853, 1.852, 1.851, 1.85, 1.848, 1.847 2d 0s 98% 2.07 max, 1.48 avg, 1.21 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231206000000_to_20231207234500 1.509, 1.502, 1.494, 1.486, 1.479, 1.471, 1.463, 1.458, 1.449, 1.443 2d 0s 83% 2.36 max, 1.45 avg, 1.18 min 0.02
Show classification Show in data acquisition Show in feature explorer
F2470_20231222000000_to_20231223234500 0.862, 0.861, 0.86, 0.859, 0.858, 0.857, 0.856, 0.855, 0.854, 0.853 2d 0s 100% 0.87 max, 0.87 avg, 0.87 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231226000000_to_20231227234500 0.815, 0.814, 0.813, 0.812, 0.811, 0.81, 0.809, 0.808, 0.807, 0.806 2d 0s 89% 2.11 max, 1.26 avg, 0.86 min 0.01
Show classification Show in data acquisition Show in feature explorer
F2470_20231204000000_to_20231205234500 0.995, 1.002, 1.008, 1.014, 1.021, 1.029, 1.04, 1.048, 1.054, 1.061 2d 0s 99% 2.1 max, 1.77 avg, 0.93 min 0.01
Show classification Show in data acquisition Show in feature explorer
F2470_20231216000000_to_20231217234500 1.064, 1.063, 1.062, 1.061, 1.06, 1.059, 1.058, 1.057, 1.056, 1.055 2d 0s 100% 1.12 max, 1.04 avg, 0.98 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231120000000_to_20231121234500 1.481, 1.477, 1.471, 1.466, 1.461, 1.456, 1.451, 1.446, 1.441, 1.436 2d 0s 100% 1.37 max, 1.12 avg, 0.99 min 0.01
Show classification Show in data acquisition Show in feature explorer
F2470_20231214000000_to_20231215234500 1.252, 1.251, 1.248, 1.247, 1.245, 1.244, 1.242, 1.24, 1.239, 1.236 2d 0s 100% 1.29 max, 1.19 avg, 1.12 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231110000000_to_20231111234500 1.013, 1.012, 1.011, 1.01, 1.009, 1.008, 1.007, 1.006, 1.004, 1.003 2d 0s 100% 0.92 max, 0.89 avg, 0.86 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231220000000_to_20231221234500 0.915, 0.914, 0.913, 0.912, 0.911, 0.91, 0.909, 0.908, 0.907, 0.906 2d 0s 100% 0.91 max, 0.89 avg, 0.87 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231208000000_to_20231209234500 2.288, 2.294, 2.304, 2.308, 2.315, 2.321, 2.327, 2.334, 2.337, 2.343 2d 0s 99% 2.46 max, 1.97 avg, 1.47 min 0.01
Show classification Show in data acquisition Show in feature explorer
F2470_20231212000000_to_20231213234500 1.67, 1.664, 1.659, 1.653, 1.649, 1.644, 1.639, 1.634, 1.63, 1.627 2d 0s 98% 1.98 max, 1.53 avg, 1.29 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231112000000_to_20231113234500 0.901, 0.9, 0.899, 0.898, 0.897, 0.896, 0.902, 0.908, 0.92, 0.928 2d 0s 87% 1.95 max, 1.01 avg, 0.86 min 0.02
Show classification Show in data acquisition Show in feature explorer
F2470_20231126000000_to_20231127234500 0.862, 0.861, 0.86, 0.859, 0.858, 0.857, 0.856, 0.864, 0.866, 0.867 2d 0s 87% 1.29 max, 0.92 avg, 0.84 min 0.01
Show classification Show in data acquisition Show in feature explorer
F2470_20231210000000_to_20231211234500 2.117, 2.116, 2.115, 2.113, 2.112, 2.111, 2.106, 2.103, 2.099, 2.095 2d 0s 95% 2.5 max, 2.03 avg, 1.67 min 0.01
Show classification Show in data acquisition Show in feature explorer
F2470_20231116000000_to_20231117234500 2.095, 2.096, 2.093, 2.092, 2.091, 2.088, 2.085, 2.081, 2.078, 2.075 2d 0s 94% 1.98 max, 1.43 avg, 1.11 min 0.01
Show classification Show in data acquisition Show in feature explorer
F2470_20231124000000_to_20231125234500 0.958, 0.957, 0.956, 0.954, 0.953, 0.952, 0.951, 0.95, 0.949, 0.948 2d 0s 100% 0.9 max, 0.87 avg, 0.85 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231027000000_to_20231028234500 1.186, 1.184, 1.183, 1.18, 1.178, 1.176, 1.174, 1.172, 1.17, 1.169 2d 0s 100% 1.12 max, 0.98 avg, 0.93 min 0.01
Show classification Show in data acquisition Show in feature explorer
F2470_20231015000000_to_20231016234500 0.918, 0.917, 0.916, 0.914, 0.913, 0.912, 0.911, 0.91, 0.908, 0.907 2d 0s 100% 0.92 max, 0.86 avg, 0.83 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231017000000_to_20231018234500 0.819, 0.818, 0.817, 0.816, 0.815, 0.814, 0.813, 0.812, 0.811, 0.81 2d 0s 100% 0.93 max, 0.82 avg, 0.8 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231025000000_to_20231026234500 0.925, 0.924, 0.923, 0.922, 0.921, 0.92, 0.919, 0.918, 0.917, 0.916 2d 0s 100% 1.09 max, 0.92 avg, 0.87 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231128000000_to_20231129234500 1.242, 1.243, 1.244, 1.245, 1.246, 1.241, 1.24, 1.238, 1.236, 1.234 2d 0s 94% 1.06 max, 0.97 avg, 0.92 min 0.02
Show classification Show in data acquisition Show in feature explorer
F2470_20231106000000_to_20231107234500 1.123, 1.121, 1.119, 1.117, 1.115, 1.113, 1.112, 1.11, 1.109, 1.108 2d 0s 100% 1.07 max, 0.96 avg, 0.94 min 0.01
Show classification Show in data acquisition Show in feature explorer
F2470_20231104000000_to_20231105234500 1.294, 1.29, 1.288, 1.285, 1.283, 1.278, 1.276, 1.274, 1.271, 1.269 2d 0s 100% 1.2 max, 1.09 avg, 1.01 min 0.01
Show classification Show in data acquisition Show in feature explorer
F2470_20231029000000_to_20231030234500 1.152, 1.183, 1.223, 1.267, 1.314, 1.361, 1.406, 1.447, 1.487, 1.525 2d 0s 44% 2.31 max, 1.85 avg, 0.96 min 0.05
Show classification Show in data acquisition Show in feature explorer
F2470_20231122000000_to_20231123234500 1.068, 1.066, 1.064, 1.062, 1.06, 1.059, 1.058, 1.057, 1.056, 1.055 2d 0s 100% 0.99 max, 0.94 avg, 0.9 min 0.01
Show classification Show in data acquisition Show in feature explorer
F2470_20231130000000_to_20231201234500 0.969, 0.967, 0.966, 0.965, 0.964, 0.963, 0.962, 0.961, 0.96, 0.959 2d 0s 100% 0.96 max, 0.91 avg, 0.89 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231102000000_to_20231103234500 1.537, 1.534, 1.531, 1.528, 1.527, 1.526, 1.53, 1.535, 1.542, 1.552 2d 0s 97% 2 max, 1.63 avg, 1.2 min 0.01
Show classification Show in data acquisition Show in feature explorer
F2470_20231108000000_to_20231109234500 1.037, 1.036, 1.035, 1.038, 1.04, 1.039, 1.041, 1.042, 1.044, 1.043 2d 0s 100% 1.16 max, 0.95 avg, 0.92 min 0.01
Show classification Show in data acquisition Show in feature explorer
F2470_20231021000000_to_20231022234500 1.72, 1.724, 1.726, 1.727, 1.725, 1.723, 1.722, 1.718, 1.715, 1.714 2d 0s 100% 1.75 max, 1.35 avg, 1.01 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231031000000_to_20231101234500 1.477, 1.471, 1.465, 1.46, 1.456, 1.452, 1.45, 1.448, 1.442, 1.437 2d 0s 85% 1.64 max, 1.34 avg, 1.14 min 0.02
Show classification Show in data acquisition Show in feature explorer
F2470_20231023000000_to_20231024234500 1.053, 1.051, 1.049, 1.047, 1.046, 1.043, 1.042, 1.04, 1.038, 1.036 2d 0s 100% 1 max, 0.93 avg, 0.88 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231019000000_to_20231020234500 0.869, 0.868, 0.866, 0.865, 0.863, 0.862, 0.864, 0.87, 0.86, 0.858 2d 0s 97% 1.65 max, 1.08 avg, 0.86 min 0.01
Show classification Show in data acquisition Show in feature explorer
F2470_20231118000000_to_20231119234500 1.4, 1.403, 1.405, 1.408, 1.413, 1.416, 1.419, 1.424, 1.428, 1.434 2d 0s 89% 1.82 max, 1.51 avg, 1.1 min 0.02
Show classification Show in data acquisition Show in feature explorer
F2470_20231114000000_to_20231115234500 1.402, 1.418, 1.428, 1.435, 1.443, 1.45, 1.458, 1.467, 1.475, 1.487 2d 0s 60% 2.26 max, 1.9 avg, 1.17 min 0.05
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
94.39%
Mean squared error
0.01

Metrics for Regression

Metric Value
Mean squared error 0.01
Mean absolute error 0.07
Explained variance score 0.96

Confusion matrix

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Feature explorer

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