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.
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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

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

avgminmaxuncertain
avg----
min----
max----
f1 score0.000.000.00

Feature explorer

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