diff options
| -rw-r--r-- | openvibe-scenarios/free-will-bci-2-classifier-trainer.xml | 37 |
1 files changed, 20 insertions, 17 deletions
diff --git a/openvibe-scenarios/free-will-bci-2-classifier-trainer.xml b/openvibe-scenarios/free-will-bci-2-classifier-trainer.xml index 233a30e..b665bb8 100644 --- a/openvibe-scenarios/free-will-bci-2-classifier-trainer.xml +++ b/openvibe-scenarios/free-will-bci-2-classifier-trainer.xml @@ -91,7 +91,7 @@ </Attribute> <Attribute> <Identifier>(0x1fa7a38f, 0x54edbe0b)</Identifier> - <Value>16.000000</Value> + <Value>48.000000</Value> </Attribute> <Attribute> <Identifier>(0x1fa963f5, 0x1a638cd4)</Identifier> @@ -99,7 +99,7 @@ </Attribute> <Attribute> <Identifier>(0x207c9054, 0x3c841b63)</Identifier> - <Value>224.000000</Value> + <Value>320.000000</Value> </Attribute> <Attribute> <Identifier>(0x30a4e5c9, 0x83502953)</Identifier> @@ -126,10 +126,6 @@ <Value>(0x00000000, 0x00055fbe)</Value> </Attribute> <Attribute> - <Identifier>(0xc67a01dc, 0x28ce06c1)</Identifier> - <Value></Value> - </Attribute> - <Attribute> <Identifier>(0xc73e83ec, 0xf855c5bc)</Identifier> <Value>false</Value> </Attribute> @@ -259,7 +255,7 @@ <Attributes> <Attribute> <Identifier>(0x1fa7a38f, 0x54edbe0b)</Identifier> - <Value>96.000000</Value> + <Value>128.000000</Value> </Attribute> <Attribute> <Identifier>(0x1fa963f5, 0x1a638cd4)</Identifier> @@ -267,7 +263,7 @@ </Attribute> <Attribute> <Identifier>(0x207c9054, 0x3c841b63)</Identifier> - <Value>240.000000</Value> + <Value>320.000000</Value> </Attribute> <Attribute> <Identifier>(0x4e7b798a, 0x183beafb)</Identifier> @@ -577,19 +573,19 @@ <Attributes> <Attribute> <Identifier>(0x1b32c44c, 0x1905e0e9)</Identifier> - <Value>39</Value> + <Value>71</Value> </Attribute> <Attribute> <Identifier>(0x358ae8b5, 0x0f8bacd1)</Identifier> - <Value>224</Value> + <Value>320</Value> </Attribute> <Attribute> <Identifier>(0x3f0a3b27, 0x570913d2)</Identifier> - <Value>80</Value> + <Value>112</Value> </Attribute> <Attribute> <Identifier>(0x6267b5c5, 0x676e3e42)</Identifier> - <Value>240</Value> + <Value>320</Value> </Attribute> </Attributes> </Link> @@ -601,15 +597,22 @@ <Text><u><b><big>Overview</big></b></u> This scenario is used to train data for the "free will experiment". +See the python scripts for a deeper look into the code. + Main Python script settings are: - signals (csv) - keyboard stimulations (csv) - output file (python pickle) - trained (e.g. ./python-out-[$core{date}-$core{time}].pkl) - </Text> + <b>Script</b> - python script for learning and other ML methods + <b>InputCSVSignal</b> - captured EEG signal + <b>InputCSVStimulation</b> - captured keyboard times + <b>SaveFile</b> - if you want to save learning hypotesis into a (python pickle) file (e.g. ./python-out-[$core{date}-$core{time}].pkl) + <b>WindowSize (ms)</b> - size of windows/chunks in milliseconds + <b>NumberOfPrevWindows</b> - number of windows, to be marked as class 1 (just before the button was pressed) + <b>NumberOfWindowsBefore</b> - number of windows, to be marked as class 0 (before those marked as 1) + <b>NumberOfWindowsAfter</b> - number of windows, to be marked as class 0 (after those marked as 1) + <b>K-folds</b> - K-fold cross validation</Text> <Attributes> <Attribute> <Identifier>(0x473d9a43, 0x97fc0a97)</Identifier> - <Value>-96.000000</Value> + <Value>-94.000000</Value> </Attribute> <Attribute> <Identifier>(0x7234b86b, 0x2b8651a5)</Identifier> |