Jim's Demo Org / Pebble Typing Detection 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.

Apply filters

Sample name Expected outcome Length Accuracy Result
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample idle 1s
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 0% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 0% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 0% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 0% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 0% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 0% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 0% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 0% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 0% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 0% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 0% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 0% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 0% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 0% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 100% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample typing 1s 0% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 0% 1 typing
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
sample idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
82.61%

Metrics for Classifier

Metric Value
Area under ROC Curve 0.84
Weighted average Precision 0.85
Weighted average Recall 0.83
Weighted average F1 score 0.83

Confusion matrix

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Feature explorer

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