Flood Monitoring Org / Flood Monitor +24Hr 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_20231228000000_to_20231229234500 1.573, 1.569, 1.566, 1.56, 1.556, 1.552, 1.547, 1.543, 1.54, 1.536 2d 0s 56% 1.66 max, 1.34 avg, 1.08 min 0.03
Show classification Show in data acquisition Show in feature explorer
F2470_20231222000000_to_20231223234500 0.853, 0.852, 0.851, 0.85, 0.849, 0.848, 0.847, 0.846, 0.845, 0.844 2d 0s 100% 0.94 max, 0.88 avg, 0.86 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231210000000_to_20231211234500 1.875, 1.893, 1.912, 1.927, 1.935, 1.943, 1.948, 1.951, 1.957, 1.962 2d 0s 17% 2.31 max, 1.54 avg, 1.25 min 0.33
Show classification Show in data acquisition Show in feature explorer
F2470_20231216000000_to_20231217234500 1.036, 1.035, 1.034, 1.032, 1.031, 1.03, 1.029, 1.028, 1.027, 1.026 2d 0s 100% 1.06 max, 1 avg, 0.92 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231218000000_to_20231219234500 0.961, 0.96, 0.959, 0.958, 0.957, 0.956, 0.955, 0.954, 0.953, 0.952 2d 0s 100% 0.98 max, 0.94 avg, 0.89 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231204000000_to_20231205234500 1.79, 1.793, 1.797, 1.798, 1.8, 1.802, 1.803, 1.804, 1.806, 1.81 2d 0s 35% 1.51 max, 1.28 avg, 0.9 min 0.23
Show classification Show in data acquisition Show in feature explorer
F2470_20231122000000_to_20231123234500 1.03, 1.029, 1.028, 1.027, 1.026, 1.025, 1.024, 1.023, 1.022, 1.021 2d 0s 100% 1.07 max, 0.98 avg, 0.9 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231130000000_to_20231201234500 0.943, 0.942, 0.941, 0.94, 0.939, 0.938, 0.937, 0.936, 0.935, 0.934 2d 0s 100% 1 max, 0.94 avg, 0.9 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231220000000_to_20231221234500 0.907, 0.906, 0.908, 0.905, 0.904, 0.903, 0.902, 0.901, 0.9, 0.899 2d 0s 100% 0.94 max, 0.89 avg, 0.86 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231226000000_to_20231227234500 0.796, 0.795, 0.794, 0.793, 0.792, 0.8, 0.805, 0.812, 0.816, 0.821 2d 0s 29% 2.09 max, 1.15 avg, 0.94 min 0.33
Show classification Show in data acquisition Show in feature explorer
F2470_20231230000000_to_20231231234500 1.533, 1.548, 1.563, 1.577, 1.592, 1.605, 1.617, 1.629, 1.642, 1.657 2d 0s 30% 2.23 max, 1.44 avg, 1.06 min 0.41
Show classification Show in data acquisition Show in feature explorer
F2470_20231224000000_to_20231225234500 0.843, 0.842, 0.841, 0.84, 0.839, 0.838, 0.837, 0.836, 0.835, 0.834 2d 0s 100% 0.94 max, 0.93 avg, 0.86 min 0.01
Show classification Show in data acquisition Show in feature explorer
F2470_20231212000000_to_20231213234500 1.66, 1.654, 1.649, 1.643, 1.638, 1.634, 1.627, 1.622, 1.616, 1.611 2d 0s 92% 1.64 max, 1.39 avg, 1.15 min 0.02
Show classification Show in data acquisition Show in feature explorer
F2470_20231015000000_to_20231016234500 0.865, 0.864, 0.863, 0.862, 0.861, 0.86, 0.859, 0.858, 0.857, 0.856 2d 0s 100% 0.89 max, 0.85 avg, 0.84 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231108000000_to_20231109234500 1.058, 1.059, 1.06, 1.057, 1.056, 1.055, 1.053, 1.052, 1.051, 1.049 2d 0s 98% 1.55 max, 1.02 avg, 0.99 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231104000000_to_20231105234500 1.179, 1.178, 1.176, 1.175, 1.174, 1.173, 1.172, 1.17, 1.168, 1.169 2d 0s 99% 1.52 max, 1.11 avg, 1.05 min 0.01
Show classification Show in data acquisition Show in feature explorer
F2470_20231112000000_to_20231113234500 0.915, 0.916, 0.917, 0.918, 0.919, 0.914, 0.922, 0.928, 0.932, 0.933 2d 0s 37% 1.37 max, 1 avg, 0.9 min 0.3
Show classification Show in data acquisition Show in feature explorer
F2470_20231214000000_to_20231215234500 1.188, 1.186, 1.184, 1.183, 1.181, 1.18, 1.179, 1.178, 1.176, 1.175 2d 0s 100% 1.14 max, 1.08 avg, 1.06 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231208000000_to_20231209234500 1.953, 1.938, 1.922, 1.908, 1.894, 1.879, 1.868, 1.853, 1.839, 1.826 2d 0s 31% 2.38 max, 1.58 avg, 1.27 min 0.2
Show classification Show in data acquisition Show in feature explorer
F2470_20231120000000_to_20231121234500 1.258, 1.256, 1.254, 1.25, 1.248, 1.245, 1.243, 1.241, 1.239, 1.236 2d 0s 91% 1.45 max, 1.17 avg, 1.06 min 0.01
Show classification Show in data acquisition Show in feature explorer
F2470_20231202000000_to_20231203234500 0.876, 0.875, 0.874, 0.873, 0.872, 0.871, 0.87, 0.869, 0.868, 0.867 2d 0s 71% 1 max, 0.89 avg, 0.87 min 0.12
Show classification Show in data acquisition Show in feature explorer
F2470_20231118000000_to_20231119234500 1.87, 1.862, 1.856, 1.849, 1.843, 1.834, 1.826, 1.817, 1.809, 1.803 2d 0s 88% 2.33 max, 1.43 avg, 1.08 min 0.04
Show classification Show in data acquisition Show in feature explorer
F2470_20231124000000_to_20231125234500 0.911, 0.91, 0.909, 0.908, 0.907, 0.906, 0.905, 0.904, 0.903, 0.902 2d 0s 100% 0.92 max, 0.88 avg, 0.86 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231114000000_to_20231115234500 2.288, 2.296, 2.302, 2.307, 2.311, 2.318, 2.325, 2.331, 2.334, 2.339 2d 0s 22% 2.07 max, 1.57 avg, 1.05 min 0.43
Show classification Show in data acquisition Show in feature explorer
F2470_20231206000000_to_20231207234500 1.221, 1.219, 1.216, 1.214, 1.212, 1.211, 1.209, 1.207, 1.205, 1.203 2d 0s 29% 2.42 max, 1.36 avg, 1.05 min 0.49
Show classification Show in data acquisition Show in feature explorer
F2470_20231017000000_to_20231018234500 0.807, 0.806, 0.805, 0.804, 0.803, 0.802, 0.8, 0.801, 0.799, 0.798 2d 0s 100% 0.95 max, 0.84 avg, 0.84 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231019000000_to_20231020234500 0.955, 0.959, 0.962, 0.966, 0.97, 0.973, 0.976, 0.98, 0.982, 0.984 2d 0s 45% 1.86 max, 1.06 avg, 0.84 min 0.17
Show classification Show in data acquisition Show in feature explorer
F2470_20231128000000_to_20231129234500 1.141, 1.139, 1.137, 1.135, 1.134, 1.131, 1.13, 1.127, 1.125, 1.124 2d 0s 100% 1.05 max, 1.03 avg, 0.97 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231110000000_to_20231111234500 0.964, 0.963, 0.962, 0.961, 0.96, 0.959, 0.958, 0.956, 0.955, 0.954 2d 0s 100% 1 max, 0.93 avg, 0.9 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231021000000_to_20231022234500 1.568, 1.564, 1.559, 1.555, 1.551, 1.545, 1.54, 1.535, 1.529, 1.524 2d 0s 55% 1.81 max, 1.32 avg, 1.06 min 0.04
Show classification Show in data acquisition Show in feature explorer
F2470_20231025000000_to_20231026234500 0.914, 0.913, 0.912, 0.911, 0.91, 0.909, 0.908, 0.907, 0.906, 0.905 2d 0s 79% 1.4 max, 0.94 avg, 0.87 min 0.02
Show classification Show in data acquisition Show in feature explorer
F2470_20231027000000_to_20231028234500 1.06, 1.058, 1.057, 1.055, 1.054, 1.052, 1.05, 1.049, 1.048, 1.046 2d 0s 66% 1.51 max, 1.04 avg, 0.95 min 0.27
Show classification Show in data acquisition Show in feature explorer
F2470_20231023000000_to_20231024234500 0.965, 0.964, 0.963, 0.962, 0.961, 0.96, 0.959, 0.958, 0.957, 0.956 2d 0s 99% 1.15 max, 0.96 avg, 0.94 min 0
Show classification Show in data acquisition Show in feature explorer
F2470_20231031000000_to_20231101234500 1.321, 1.32, 1.319, 1.322, 1.323, 1.326, 1.328, 1.327, 1.331, 1.335 2d 0s 33% 1.57 max, 1.27 avg, 1.06 min 0.17
Show classification Show in data acquisition Show in feature explorer
F2470_20231029000000_to_20231030234500 2.339, 2.344, 2.348, 2.36, 2.365, 2.374, 2.377, 2.382, 2.385, 2.391 2d 0s 53% 1.87 max, 1.33 avg, 0.94 min 0.49
Show classification Show in data acquisition Show in feature explorer
F2470_20231102000000_to_20231103234500 2.022, 2.021, 2.019, 2.018, 2.017, 2.013, 2.012, 2.008, 2.004, 2.002 2d 0s 40% 2.23 max, 1.59 avg, 1.3 min 0.06
Show classification Show in data acquisition Show in feature explorer
F2470_20231126000000_to_20231127234500 0.86, 0.861, 0.862, 0.864, 0.866, 0.867, 0.872, 0.876, 0.884, 0.889 2d 0s 68% 1.42 max, 0.97 avg, 0.86 min 0.04
Show classification Show in data acquisition Show in feature explorer
F2470_20231116000000_to_20231117234500 1.601, 1.594, 1.588, 1.582, 1.576, 1.568, 1.564, 1.556, 1.551, 1.545 2d 0s 62% 1.97 max, 1.35 avg, 1.09 min 0.13
Show classification Show in data acquisition Show in feature explorer
F2470_20231106000000_to_20231107234500 1.099, 1.098, 1.097, 1.095, 1.093, 1.092, 1.091, 1.09, 1.089, 1.088 2d 0s 99% 1.3 max, 1.03 avg, 1 min 0
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
72.49%
Mean squared error
0.11

Metrics for Regression

Metric Value
Mean squared error 0.11
Mean absolute error 0.19
Explained variance score 0.42

Confusion matrix

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Feature explorer

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