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Steppschuh · Dec 20, 2016 · b121da6 · b121da6
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diff --git a/Media/test_output_1000_3.gif → Media/test_output.gif b/Media/test_output_1000_3.gif → Media/test_output.gif
diff --git a/Media/test_output.md b/Media/test_output.md
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+Comparing Classifications
+=========================
+
+Testing Walking classifier using data from records that matched pattern:
+
+`recorded_records.*phone.*walking_right-back`
+
+Using 4 features for specific classifications:
+- Standard Deviation Accelerometer
+- Variance Accelerometer
+- Mean Absolute Difference Accelerometer
+- Mean Accelerometer
+
+Training for Thomas Kellermeier
+-------------------------------
+
+Testing against data from **Thomas Kellermeier**
+
+210 classifications calculated, final result is **90%**
+
+
+| **Training ratio** |     5% |    10% |    15% |    20% |     25% |     50% |     75% |     100% |
+| ------------------ | ------:| ------:| ------:| ------:| -------:| -------:| -------:| --------:|
+| **Classification** |    54% |    72% |    69% |    74% | **85%** | **84%** | **91%** |  **90%** |
+| **Delta to final** |   -36% |   -19% |   -21% |   -16% |     -5% |     -7% |      0% | :unlock: |
+
+Testing against data from **Franziska Eder**
+
+124 classifications calculated, final result is **14%**
+
+
+| **Training ratio** |     5% |    10% |    15% |    20% |    25% |    50% |    75% |   100% |
+| ------------------ | ------:| ------:| ------:| ------:| ------:| ------:| ------:| ------:|
+| **Classification** |     6% |    13% |    11% |    12% |    15% |    16% |    14% |    14% |
+| **Delta to final** |    -9% |    -2% |    -3% |    -2% |     1% |     2% |     0% | :lock: |
+
+Testing against data from **Stephan Schultz**
+
+108 classifications calculated, final result is **12%**
+
+
+| **Training ratio** |     5% |    10% |    15% |    20% |    25% |    50% |    75% |   100% |
+| ------------------ | ------:| ------:| ------:| ------:| ------:| ------:| ------:| ------:|
+| **Classification** |     2% |    17% |    11% |    12% |    13% |    12% |    12% |    12% |
+| **Delta to final** |    -9% |     5% |    -1% |     0% |     1% |     1% |     0% | :lock: |
+
+
+Training for Franziska Eder
+---------------------------
+
+Testing against data from **Thomas Kellermeier**
+
+210 classifications calculated, final result is **80%**
+
+:exclamation: Classification is higher than expected, this would be a **false positive**
+
+| **Training ratio** |     5% |    10% |    15% |    20% |    25% |    50% |    75% |     100% |
+| ------------------ | ------:| ------:| ------:| ------:| ------:| ------:| ------:| --------:|
+| **Classification** |     9% |    38% |    26% |    64% |    63% |    64% |    57% |  **80%** |
+| **Delta to final** |   -71% |   -42% |   -54% |   -17% |   -17% |   -16% |   -23% | :unlock: |
+
+Testing against data from **Franziska Eder**
+
+124 classifications calculated, final result is **85%**
+
+
+| **Training ratio** |     5% |    10% |    15% |    20% |     25% |     50% |     75% |     100% |
+| ------------------ | ------:| ------:| ------:| ------:| -------:| -------:| -------:| --------:|
+| **Classification** |    46% |    49% |    45% |    65% | **75%** | **79%** | **81%** |  **85%** |
+| **Delta to final** |   -39% |   -36% |   -40% |   -20% |    -10% |     -6% |     -4% | :unlock: |
+
+Testing against data from **Stephan Schultz**
+
+108 classifications calculated, final result is **53%**
+
+
+| **Training ratio** |     5% |    10% |    15% |    20% |    25% |    50% |    75% |   100% |
+| ------------------ | ------:| ------:| ------:| ------:| ------:| ------:| ------:| ------:|
+| **Classification** |    22% |    20% |    16% |    37% |    45% |    52% |    39% |    53% |
+| **Delta to final** |   -31% |   -33% |   -37% |   -15% |    -8% |    -1% |   -13% | :lock: |
+
+
+Training for Stephan Schultz
+----------------------------
+
+Testing against data from **Thomas Kellermeier**
+
+210 classifications calculated, final result is **42%**
+
+
+| **Training ratio** |      5% |    10% |    15% |    20% |    25% |    50% |    75% |   100% |
+| ------------------ | -------:| ------:| ------:| ------:| ------:| ------:| ------:| ------:|
+| **Classification** | **75%** |    69% |    64% |    54% |    53% |    61% |    43% |    42% |
+| **Delta to final** |     33% |    26% |    22% |    11% |    11% |    19% |     0% | :lock: |
+
+Testing against data from **Franziska Eder**
+
+124 classifications calculated, final result is **47%**
+
+
+| **Training ratio** |     5% |    10% |    15% |    20% |    25% |    50% |    75% |   100% |
+| ------------------ | ------:| ------:| ------:| ------:| ------:| ------:| ------:| ------:|
+| **Classification** |    73% |    36% |    26% |    23% |    24% |    37% |    36% |    47% |
+| **Delta to final** |    26% |   -11% |   -21% |   -24% |   -23% |   -10% |   -11% | :lock: |
+
+Testing against data from **Stephan Schultz**
+
+108 classifications calculated, final result is **86%**
+
+
+| **Training ratio** |      5% |     10% |     15% |     20% |     25% |     50% |     75% |     100% |
+| ------------------ | -------:| -------:| -------:| -------:| -------:| -------:| -------:| --------:|
+| **Classification** | **98%** | **80%** | **82%** | **78%** | **80%** | **85%** | **84%** |  **86%** |
+| **Delta to final** |     12% |     -6% |     -4% |     -8% |     -6% |     -1% |     -2% | :unlock: |
diff --git a/Media/test_output.png b/Media/test_output.png
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diff --git a/Media/test_output_750_3.gif b/Media/test_output_750_3.gif
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