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TactileBCI/scenarios/p300-tactile-3-train-classifier.xml

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<OpenViBE-Scenario>
<FormatVersion>2</FormatVersion>
<Creator>OpenViBE Designer</Creator>
<CreatorVersion>3.3.0</CreatorVersion>
<Settings></Settings>
<Inputs></Inputs>
<Outputs></Outputs>
<Boxes>
<Box>
<Identifier>(0x00000b2d, 0x00006d61)</Identifier>
<Name>Feature aggregator</Name>
<AlgorithmClassIdentifier>(0x00682417, 0x453635f9)</AlgorithmClassIdentifier>
<Inputs>
<Input>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Input stream 1</Name>
</Input>
</Inputs>
<Outputs>
<Output>
<TypeIdentifier>(0x17341935, 0x152ff448)</TypeIdentifier>
<Name>Feature vector stream</Name>
</Output>
</Outputs>
<Attributes>
<Attribute>
<Identifier>(0x1fa7a38f, 0x54edbe0b)</Identifier>
<Value>240</Value>
</Attribute>
<Attribute>
<Identifier>(0x207c9054, 0x3c841b63)</Identifier>
<Value>336</Value>
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<Attribute>
<Identifier>(0xc46b3d00, 0x3e0454e1)</Identifier>
<Value>(0x00000000, 0x002bb807)</Value>
</Attribute>
<Attribute>
<Identifier>(0xc80ce8af, 0xf699f813)</Identifier>
<Value>1</Value>
</Attribute>
<Attribute>
<Identifier>(0xcfad85b0, 0x7c6d841c)</Identifier>
<Value>1</Value>
</Attribute>
<Attribute>
<Identifier>(0xfba64161, 0x65304e21)</Identifier>
<Value></Value>
</Attribute>
</Attributes>
</Box>
<Box>
<Identifier>(0x00000d41, 0x000013b7)</Identifier>
<Name>Feature aggregator</Name>
<AlgorithmClassIdentifier>(0x00682417, 0x453635f9)</AlgorithmClassIdentifier>
<Inputs>
<Input>
<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
<Name>Input stream 1</Name>
</Input>
</Inputs>
<Outputs>
<Output>
<TypeIdentifier>(0x17341935, 0x152ff448)</TypeIdentifier>
<Name>Feature vector stream</Name>
</Output>
</Outputs>
<Attributes>
<Attribute>
<Identifier>(0x1fa7a38f, 0x54edbe0b)</Identifier>
<Value>240</Value>
</Attribute>
<Attribute>
<Identifier>(0x207c9054, 0x3c841b63)</Identifier>
<Value>528</Value>
</Attribute>
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<Value>(0x00000000, 0x002b7d6e)</Value>
</Attribute>
<Attribute>
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<Value>1</Value>
</Attribute>
<Attribute>
<Identifier>(0xcfad85b0, 0x7c6d841c)</Identifier>
<Value>1</Value>
</Attribute>
<Attribute>
<Identifier>(0xfba64161, 0x65304e21)</Identifier>
<Value></Value>
</Attribute>
</Attributes>
</Box>
<Box>
<Identifier>(0x00001f83, 0x00004e32)</Identifier>
<Name>Generic stream reader</Name>
<AlgorithmClassIdentifier>(0x6468099f, 0x0370095a)</AlgorithmClassIdentifier>
<Outputs>
<Output>
<TypeIdentifier>(0x403488e7, 0x565d70b6)</TypeIdentifier>
<Name>Output stream 1</Name>
</Output>
<Output>
<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
<Name>Output stream 2</Name>
</Output>
<Output>
<TypeIdentifier>(0x6f752dd0, 0x082a321e)</TypeIdentifier>
<Name>Output stream 3</Name>
</Output>
</Outputs>
<Settings>
<Setting>
<TypeIdentifier>(0x330306dd, 0x74a95f98)</TypeIdentifier>
<Name>Filename</Name>
<DefaultValue></DefaultValue>
<Value>${INPUT_FILE_NAME}</Value>
<Modifiability>false</Modifiability>
</Setting>
</Settings>
<Attributes>
<Attribute>
<Identifier>(0x17ee7c08, 0x94c14893)</Identifier>
<Value></Value>
</Attribute>
<Attribute>
<Identifier>(0x1fa7a38f, 0x54edbe0b)</Identifier>
<Value>-160</Value>
</Attribute>
<Attribute>
<Identifier>(0x207c9054, 0x3c841b63)</Identifier>
<Value>400</Value>
</Attribute>
<Attribute>
<Identifier>(0x30a4e5c9, 0x83502953)</Identifier>
<Value></Value>
</Attribute>
<Attribute>
<Identifier>(0x4e7b798a, 0x183beafb)</Identifier>
<Value>(0xf37b8e7a, 0x1bc33e4e)</Value>
</Attribute>
<Attribute>
<Identifier>(0xc46b3d00, 0x3e0454e1)</Identifier>
<Value>(0x00000000, 0x008e34c7)</Value>
</Attribute>
</Attributes>
</Box>
<Box>
<Identifier>(0x00002c8b, 0x000001d5)</Identifier>
<Name>Player Controller</Name>
<AlgorithmClassIdentifier>(0x5f426dce, 0x08456e13)</AlgorithmClassIdentifier>
<Inputs>
<Input>
<TypeIdentifier>(0x6f752dd0, 0x082a321e)</TypeIdentifier>
<Name>Stimulations</Name>
</Input>
</Inputs>
<Settings>
<Setting>
<TypeIdentifier>(0x2c132d6e, 0x44ab0d97)</TypeIdentifier>
<Name>Stimulation name</Name>
<DefaultValue>OVTK_StimulationId_Label_00</DefaultValue>
<Value>OVTK_StimulationId_TrainCompleted</Value>
<Modifiability>false</Modifiability>
</Setting>
<Setting>
<TypeIdentifier>(0xcc14d8d6, 0xf27ecb73)</TypeIdentifier>
<Name>Action to perform</Name>
<DefaultValue>Pause</DefaultValue>
<Value>Stop</Value>
<Modifiability>false</Modifiability>
</Setting>
</Settings>
<Attributes>
<Attribute>
<Identifier>(0x1fa7a38f, 0x54edbe0b)</Identifier>
<Value>416</Value>
</Attribute>
<Attribute>
<Identifier>(0x207c9054, 0x3c841b63)</Identifier>
<Value>448</Value>
</Attribute>
<Attribute>
<Identifier>(0x4e7b798a, 0x183beafb)</Identifier>
<Value>(0x568d148e, 0x650792b3)</Value>
</Attribute>
<Attribute>
<Identifier>(0xc46b3d00, 0x3e0454e1)</Identifier>
<Value>(0x00000000, 0x00301c7f)</Value>
</Attribute>
<Attribute>
<Identifier>(0xc73e83ec, 0xf855c5bc)</Identifier>
<Value>false</Value>
</Attribute>
<Attribute>
<Identifier>(0xce18836a, 0x9c0eb403)</Identifier>
<Value>2</Value>
</Attribute>
<Attribute>
<Identifier>(0xcfad85b0, 0x7c6d841c)</Identifier>
<Value>1</Value>
</Attribute>
</Attributes>
</Box>
<Box>
<Identifier>(0x00002f94, 0x00000342)</Identifier>
<Name>Non Target Selection</Name>
<AlgorithmClassIdentifier>(0x426163d1, 0x324237b0)</AlgorithmClassIdentifier>
<Inputs>
<Input>
<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
<Name>Input signal</Name>
</Input>
<Input>
<TypeIdentifier>(0x6f752dd0, 0x082a321e)</TypeIdentifier>
<Name>Input stimulations</Name>
</Input>
</Inputs>
<Outputs>
<Output>
<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
<Name>Epoched signal</Name>
</Output>
</Outputs>
<Settings>
<Setting>
<TypeIdentifier>(0x512a166f, 0x5c3ef83f)</TypeIdentifier>
<Name>Epoch duration (in sec)</Name>
<DefaultValue>1</DefaultValue>
<Value>0.6</Value>
<Modifiability>false</Modifiability>
</Setting>
<Setting>
<TypeIdentifier>(0x512a166f, 0x5c3ef83f)</TypeIdentifier>
<Name>Epoch offset (in sec)</Name>
<DefaultValue>0.5</DefaultValue>
<Value>0</Value>
<Modifiability>false</Modifiability>
</Setting>
<Setting>
<TypeIdentifier>(0x2c132d6e, 0x44ab0d97)</TypeIdentifier>
<Name>Stimulation to epoch from</Name>
<DefaultValue>OVTK_GDF_VEP</DefaultValue>
<Value>OVTK_StimulationId_NonTarget</Value>
<Modifiability>false</Modifiability>
</Setting>
</Settings>
<Attributes>
<Attribute>
<Identifier>(0x1fa7a38f, 0x54edbe0b)</Identifier>
<Value>112</Value>
</Attribute>
<Attribute>
<Identifier>(0x207c9054, 0x3c841b63)</Identifier>
<Value>528</Value>
</Attribute>
<Attribute>
<Identifier>(0x4e7b798a, 0x183beafb)</Identifier>
<Value>(0x5de31172, 0xa1304456)</Value>
</Attribute>
<Attribute>
<Identifier>(0xc46b3d00, 0x3e0454e1)</Identifier>
<Value>(0x00000000, 0x002bbddf)</Value>
</Attribute>
</Attributes>
</Box>
<Box>
<Identifier>(0x000063a5, 0x0000197d)</Identifier>
<Name>Target Selection</Name>
<AlgorithmClassIdentifier>(0x426163d1, 0x324237b0)</AlgorithmClassIdentifier>
<Inputs>
<Input>
<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
<Name>Input signal</Name>
</Input>
<Input>
<TypeIdentifier>(0x6f752dd0, 0x082a321e)</TypeIdentifier>
<Name>Input stimulations</Name>
</Input>
</Inputs>
<Outputs>
<Output>
<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
<Name>Epoched signal</Name>
</Output>
</Outputs>
<Settings>
<Setting>
<TypeIdentifier>(0x512a166f, 0x5c3ef83f)</TypeIdentifier>
<Name>Epoch duration (in sec)</Name>
<DefaultValue>1</DefaultValue>
<Value>0.6</Value>
<Modifiability>false</Modifiability>
</Setting>
<Setting>
<TypeIdentifier>(0x512a166f, 0x5c3ef83f)</TypeIdentifier>
<Name>Epoch offset (in sec)</Name>
<DefaultValue>0.5</DefaultValue>
<Value>0</Value>
<Modifiability>false</Modifiability>
</Setting>
<Setting>
<TypeIdentifier>(0x2c132d6e, 0x44ab0d97)</TypeIdentifier>
<Name>Stimulation to epoch from</Name>
<DefaultValue>OVTK_GDF_VEP</DefaultValue>
<Value>OVTK_StimulationId_Target</Value>
<Modifiability>false</Modifiability>
</Setting>
</Settings>
<Attributes>
<Attribute>
<Identifier>(0x1fa7a38f, 0x54edbe0b)</Identifier>
<Value>112</Value>
</Attribute>
<Attribute>
<Identifier>(0x207c9054, 0x3c841b63)</Identifier>
<Value>336</Value>
</Attribute>
<Attribute>
<Identifier>(0x4e7b798a, 0x183beafb)</Identifier>
<Value>(0x5de31172, 0xa1304456)</Value>
</Attribute>
<Attribute>
<Identifier>(0xc46b3d00, 0x3e0454e1)</Identifier>
<Value>(0x00000000, 0x002b4e91)</Value>
</Attribute>
</Attributes>
</Box>
<Box>
<Identifier>(0x000078d0, 0x000029bc)</Identifier>
<Name>Epoch average</Name>
<AlgorithmClassIdentifier>(0x21283d9f, 0xe76ff640)</AlgorithmClassIdentifier>
<Inputs>
<Input>
<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
<Name>Input epochs</Name>
</Input>
</Inputs>
<Outputs>
<Output>
<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
<Name>Averaged epochs</Name>
</Output>
</Outputs>
<Settings>
<Setting>
<TypeIdentifier>(0x6530bdb1, 0xd057bbfe)</TypeIdentifier>
<Name>Averaging type</Name>
<DefaultValue>Epoch block average</DefaultValue>
<Value>Epoch block average</Value>
<Modifiability>false</Modifiability>
</Setting>
<Setting>
<TypeIdentifier>(0x007deef9, 0x2f3e95c6)</TypeIdentifier>
<Name>Epoch count</Name>
<DefaultValue>4</DefaultValue>
<Value>1</Value>
<Modifiability>false</Modifiability>
</Setting>
</Settings>
<Attributes>
<Attribute>
<Identifier>(0x1fa7a38f, 0x54edbe0b)</Identifier>
<Value>176</Value>
</Attribute>
<Attribute>
<Identifier>(0x207c9054, 0x3c841b63)</Identifier>
<Value>336</Value>
</Attribute>
<Attribute>
<Identifier>(0x30a4e5c9, 0x83502953)</Identifier>
<Value></Value>
</Attribute>
<Attribute>
<Identifier>(0x4e7b798a, 0x183beafb)</Identifier>
<Value>(0xb73cee83, 0xf7215d60)</Value>
</Attribute>
<Attribute>
<Identifier>(0x527ad68d, 0x16d746a0)</Identifier>
<Value></Value>
</Attribute>
<Attribute>
<Identifier>(0x8d21ff41, 0xdf6afe7e)</Identifier>
<Value>${Player_ScenarioDirectory}/cfg/p300-epoch-average.cfg</Value>
</Attribute>
<Attribute>
<Identifier>(0xc46b3d00, 0x3e0454e1)</Identifier>
<Value>(0x00000000, 0x002b5470)</Value>
</Attribute>
</Attributes>
</Box>
<Box>
<Identifier>(0x000078f9, 0x000063eb)</Identifier>
<Name>xDAWN Spatial Filter</Name>
<AlgorithmClassIdentifier>(0xdd332c6c, 0x195b4fd4)</AlgorithmClassIdentifier>
<Inputs>
<Input>
<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
<Name>Input Signal</Name>
</Input>
</Inputs>
<Outputs>
<Output>
<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
<Name>Output Signal</Name>
</Output>
</Outputs>
<Settings>
<Setting>
<TypeIdentifier>(0x79a9edeb, 0x245d83fc)</TypeIdentifier>
<Name>Spatial Filter Coefficients</Name>
<DefaultValue>1;0;0;0;0;1;0;0;0;0;1;0;0;0;0;1</DefaultValue>
<Value>9.970221e-001 -3.729500e-002 -1.177390e-002 2.814447e-002 -3.772446e-003 3.371324e-002 -5.480030e-003 8.893039e-003 -1.565213e-002 -9.956694e-003 -2.347757e-002 -2.312669e-003 -1.847227e-002 -7.550644e-004 -8.423513e-003 3.243223e-002 2.079848e-002 5.079737e-001 -2.835127e-002 8.259231e-002 -3.621803e-001 -2.004259e-001 -2.432480e-001 -1.861558e-001 -3.798139e-001 9.614762e-002 3.407766e-001 -2.158597e-001 3.720552e-001 7.500469e-002 -8.628774e-002 -3.182367e-002 5.923482e-002 4.124707e-001 2.083913e-001 -2.629501e-001 2.023081e-001 -2.658446e-001 4.022738e-001 -1.785569e-001 4.450742e-001 3.549239e-001 1.550204e-002 3.750389e-002 3.114249e-002 9.273764e-002 -7.093797e-002 -2.610929e-001</Value>
<Modifiability>false</Modifiability>
</Setting>
<Setting>
<TypeIdentifier>(0x007deef9, 0x2f3e95c6)</TypeIdentifier>
<Name>Number of Output Channels</Name>
<DefaultValue>4</DefaultValue>
<Value>3</Value>
<Modifiability>false</Modifiability>
</Setting>
<Setting>
<TypeIdentifier>(0x007deef9, 0x2f3e95c6)</TypeIdentifier>
<Name>Number of Input Channels</Name>
<DefaultValue>4</DefaultValue>
<Value>16</Value>
<Modifiability>false</Modifiability>
</Setting>
<Setting>
<TypeIdentifier>(0x330306dd, 0x74a95f98)</TypeIdentifier>
<Name>Filter matrix file</Name>
<DefaultValue></DefaultValue>
<Value></Value>
<Modifiability>false</Modifiability>
</Setting>
</Settings>
<Attributes>
<Attribute>
<Identifier>(0x1fa7a38f, 0x54edbe0b)</Identifier>
<Value>-32</Value>
</Attribute>
<Attribute>
<Identifier>(0x207c9054, 0x3c841b63)</Identifier>
<Value>304</Value>
</Attribute>
<Attribute>
<Identifier>(0x30a4e5c9, 0x83502953)</Identifier>
<Value></Value>
</Attribute>
<Attribute>
<Identifier>(0x4e7b798a, 0x183beafb)</Identifier>
<Value>(0x81db9bf9, 0xf1cf4ed7)</Value>
</Attribute>
<Attribute>
<Identifier>(0x527ad68d, 0x16d746a0)</Identifier>
<Value></Value>
</Attribute>
<Attribute>
<Identifier>(0x8d21ff41, 0xdf6afe7e)</Identifier>
<Value>${SPATIAL_FILTER_CONFIG}</Value>
</Attribute>
<Attribute>
<Identifier>(0xc46b3d00, 0x3e0454e1)</Identifier>
<Value>(0x00000000, 0x002b601f)</Value>
</Attribute>
<Attribute>
<Identifier>(0xc80ce8af, 0xf699f813)</Identifier>
<Value>1</Value>
</Attribute>
<Attribute>
<Identifier>(0xce18836a, 0x9c0eb403)</Identifier>
<Value>3</Value>
</Attribute>
<Attribute>
<Identifier>(0xcfad85b0, 0x7c6d841c)</Identifier>
<Value>1</Value>
</Attribute>
</Attributes>
</Box>
<Box>
<Identifier>(0x00007b56, 0x000033f9)</Identifier>
<Name>Epoch average</Name>
<AlgorithmClassIdentifier>(0x21283d9f, 0xe76ff640)</AlgorithmClassIdentifier>
<Inputs>
<Input>
<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
<Name>Input epochs</Name>
</Input>
</Inputs>
<Outputs>
<Output>
<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
<Name>Averaged epochs</Name>
</Output>
</Outputs>
<Settings>
<Setting>
<TypeIdentifier>(0x6530bdb1, 0xd057bbfe)</TypeIdentifier>
<Name>Averaging type</Name>
<DefaultValue>Epoch block average</DefaultValue>
<Value>Epoch block average</Value>
<Modifiability>false</Modifiability>
</Setting>
<Setting>
<TypeIdentifier>(0x007deef9, 0x2f3e95c6)</TypeIdentifier>
<Name>Epoch count</Name>
<DefaultValue>4</DefaultValue>
<Value>1</Value>
<Modifiability>false</Modifiability>
</Setting>
</Settings>
<Attributes>
<Attribute>
<Identifier>(0x1fa7a38f, 0x54edbe0b)</Identifier>
<Value>176</Value>
</Attribute>
<Attribute>
<Identifier>(0x207c9054, 0x3c841b63)</Identifier>
<Value>528</Value>
</Attribute>
<Attribute>
<Identifier>(0x30a4e5c9, 0x83502953)</Identifier>
<Value></Value>
</Attribute>
<Attribute>
<Identifier>(0x4e7b798a, 0x183beafb)</Identifier>
<Value>(0xb73cee83, 0xf7215d60)</Value>
</Attribute>
<Attribute>
<Identifier>(0x527ad68d, 0x16d746a0)</Identifier>
<Value></Value>
</Attribute>
<Attribute>
<Identifier>(0x8d21ff41, 0xdf6afe7e)</Identifier>
<Value>${Player_ScenarioDirectory}/cfg/p300-epoch-average.cfg</Value>
</Attribute>
<Attribute>
<Identifier>(0xc46b3d00, 0x3e0454e1)</Identifier>
<Value>(0x00000000, 0x002c2168)</Value>
</Attribute>
</Attributes>
</Box>
<Box>
<Identifier>(0x0a5a6a4a, 0x1d92a778)</Identifier>
<Name>Classifier trainer</Name>
<AlgorithmClassIdentifier>(0xf3dae8a8, 0x3b444154)</AlgorithmClassIdentifier>
<Inputs>
<Input>
<TypeIdentifier>(0x6f752dd0, 0x082a321e)</TypeIdentifier>
<Name>Stimulations</Name>
</Input>
<Input>
<TypeIdentifier>(0x17341935, 0x152ff448)</TypeIdentifier>
<Name>Features for class 1</Name>
</Input>
<Input>
<TypeIdentifier>(0x17341935, 0x152ff448)</TypeIdentifier>
<Name>Features for class 2</Name>
</Input>
</Inputs>
<Outputs>
<Output>
<TypeIdentifier>(0x6f752dd0, 0x082a321e)</TypeIdentifier>
<Name>Train-completed Flag</Name>
</Output>
</Outputs>
<Settings>
<Setting>
<TypeIdentifier>(0x2c132d6e, 0x44ab0d97)</TypeIdentifier>
<Name>Train trigger</Name>
<DefaultValue>OVTK_StimulationId_Train</DefaultValue>
<Value>${CLASSIFIER_TRAIN_TRIGGER}</Value>
<Modifiability>false</Modifiability>
</Setting>
<Setting>
<TypeIdentifier>(0x330306dd, 0x74a95f98)</TypeIdentifier>
<Name>Filename to save configuration to</Name>
<DefaultValue>${Path_UserData}/my-classifier.xml</DefaultValue>
<Value>${CLASSIFIER_CONFIG}</Value>
<Modifiability>false</Modifiability>
</Setting>
<Setting>
<TypeIdentifier>(0xbe9eba5c, 0xa8415d37)</TypeIdentifier>
<Name>Multiclass strategy to apply</Name>
<DefaultValue>Native</DefaultValue>
<Value>${MULTICLASS_STRATEGY}</Value>
<Modifiability>false</Modifiability>
</Setting>
<Setting>
<TypeIdentifier>(0x2c132d6e, 0x44ab0d97)</TypeIdentifier>
<Name>Class 1 label</Name>
<DefaultValue>OVTK_StimulationId_Label_01</DefaultValue>
<Value>${CLASS_1}</Value>
<Modifiability>false</Modifiability>
</Setting>
<Setting>
<TypeIdentifier>(0x2c132d6e, 0x44ab0d97)</TypeIdentifier>
<Name>Class 2 label</Name>
<DefaultValue>OVTK_StimulationId_Label_02</DefaultValue>
<Value>${CLASS_2}</Value>
<Modifiability>false</Modifiability>
</Setting>
<Setting>
<TypeIdentifier>(0xd765a736, 0xed708c65)</TypeIdentifier>
<Name>Algorithm to use</Name>
<DefaultValue>Linear Discrimimant Analysis (LDA)</DefaultValue>
<Value>${ALGORITHM}</Value>
<Modifiability>false</Modifiability>
</Setting>
<Setting>
<TypeIdentifier>(0x2cdb2f0b, 0x12f231ea)</TypeIdentifier>
<Name>Use shrinkage</Name>
<DefaultValue>false</DefaultValue>
<Value>${USE_SHRINKAGE}</Value>
<Modifiability>false</Modifiability>
</Setting>
<Setting>
<TypeIdentifier>(0x512a166f, 0x5c3ef83f)</TypeIdentifier>
<Name>Shrinkage coefficient (-1 == auto)</Name>
<DefaultValue>-1.000000</DefaultValue>
<Value>${SHRINKAGE_COEFFICIENT}</Value>
<Modifiability>false</Modifiability>
</Setting>
<Setting>
<TypeIdentifier>(0x2cdb2f0b, 0x12f231ea)</TypeIdentifier>
<Name>Shrinkage: Force diagonal cov (DDA)</Name>
<DefaultValue>false</DefaultValue>
<Value>${SHRINKAGE_FORCE_DIAGONAL_COV}</Value>
<Modifiability>false</Modifiability>
</Setting>
<Setting>
<TypeIdentifier>(0x007deef9, 0x2f3e95c6)</TypeIdentifier>
<Name>Number of partitions for k-fold cross-validation test</Name>
<DefaultValue>10</DefaultValue>
<Value>${N_PARTITIONS}</Value>
<Modifiability>false</Modifiability>
</Setting>
<Setting>
<TypeIdentifier>(0x2cdb2f0b, 0x12f231ea)</TypeIdentifier>
<Name>Balance classes</Name>
<DefaultValue>false</DefaultValue>
<Value>${CLASS_BALANCE}</Value>
<Modifiability>false</Modifiability>
</Setting>
</Settings>
<Attributes>
<Attribute>
<Identifier>(0x1fa7a38f, 0x54edbe0b)</Identifier>
<Value>336</Value>
</Attribute>
<Attribute>
<Identifier>(0x207c9054, 0x3c841b63)</Identifier>
<Value>448</Value>
</Attribute>
<Attribute>
<Identifier>(0x4e7b798a, 0x183beafb)</Identifier>
<Value>(0x9de21779, 0x37776c89)</Value>
</Attribute>
<Attribute>
<Identifier>(0xc73e83ec, 0xf855c5bc)</Identifier>
<Value>false</Value>
</Attribute>
<Attribute>
<Identifier>(0xc80ce8af, 0xf699f813)</Identifier>
<Value>1</Value>
</Attribute>
<Attribute>
<Identifier>(0xce18836a, 0x9c0eb403)</Identifier>
<Value>6</Value>
</Attribute>
<Attribute>
<Identifier>(0xcfad85b0, 0x7c6d841c)</Identifier>
<Value>3</Value>
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<Text>&lt;u&gt;&lt;b&gt;&lt;big&gt;Scenario Overview&lt;/big&gt;&lt;/b&gt;&lt;/u&gt;
This scenario should be used to train
the LDA classifier.
At the end of the training, you will have an estimation
of the classifier performance printed in the console.
If this performance is lower than 70%, just run a new
&lt;i&gt;4-online&lt;/i&gt; session to have better results.
&lt;u&gt;&lt;b&gt;Note:&lt;/b&gt;&lt;/u&gt; in order to run this scenario,
the spatial filter should have been trained using
&lt;i&gt;2-train-xDAWN&lt;/i&gt; !</Text>
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