BCIgui/Masterarbeit/openvibe/extras-master/plugins/processing/classification/test/SVM-OneVsAll-Test.xml

<OpenViBE-Scenario>
	<FormatVersion>1</FormatVersion>
	<Creator>openvibe</Creator>
	<CreatorVersion>2.0</CreatorVersion>
	<Settings></Settings>
	<Inputs></Inputs>
	<Outputs></Outputs>
	<Boxes>
		<Box>
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			<Name>Generic stream reader</Name>
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			<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>
				<Output>
					<TypeIdentifier>(0x013df452, 0xa3a8879a)</TypeIdentifier>
					<Name>Output stream 4</Name>
				</Output>
			</Outputs>
			<Settings>
				<Setting>
					<TypeIdentifier>(0x330306dd, 0x74a95f98)</TypeIdentifier>
					<Name>Filename</Name>
					<DefaultValue></DefaultValue>
					<Value>${Path_Data}/scenarios/signals/bci-ssvep-training.ov</Value>
					<Modifiability>false</Modifiability>
				</Setting>
			</Settings>
			<Attributes>
				<Attribute>
					<Identifier>(0x17ee7c08, 0x94c14893)</Identifier>
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				<Attribute>
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					<Identifier>(0x4e7b798a, 0x183beafb)</Identifier>
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				<Attribute>
					<Identifier>(0xc46b3d00, 0x3e0454e1)</Identifier>
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				<Attribute>
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				<Attribute>
					<Identifier>(0xce18836a, 0x9c0eb403)</Identifier>
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				</Attribute>
			</Attributes>
		</Box>
		<Box>
			<Identifier>(0x08ab469c, 0x10c9257e)</Identifier>
			<Name>Identity</Name>
			<AlgorithmClassIdentifier>(0x5dffe431, 0x35215c50)</AlgorithmClassIdentifier>
			<Inputs>
				<Input>
					<TypeIdentifier>(0x6f752dd0, 0x082a321e)</TypeIdentifier>
					<Name>Input stream 1</Name>
				</Input>
				<Input>
					<TypeIdentifier>(0x17341935, 0x152ff448)</TypeIdentifier>
					<Name>Input stream 2</Name>
				</Input>
			</Inputs>
			<Outputs>
				<Output>
					<TypeIdentifier>(0x6f752dd0, 0x082a321e)</TypeIdentifier>
					<Name>Output stream 1</Name>
				</Output>
				<Output>
					<TypeIdentifier>(0x17341935, 0x152ff448)</TypeIdentifier>
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			</Outputs>
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				<Attribute>
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		<Box>
			<Identifier>(0x0e30ed60, 0x478cbcea)</Identifier>
			<Name>DSP</Name>
			<AlgorithmClassIdentifier>(0x00e26fa1, 0x1dbab1b2)</AlgorithmClassIdentifier>
			<Inputs>
				<Input>
					<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
					<Name>Input - A</Name>
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			</Inputs>
			<Outputs>
				<Output>
					<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
					<Name>Output</Name>
				</Output>
			</Outputs>
			<Settings>
				<Setting>
					<TypeIdentifier>(0x79a9edeb, 0x245d83fc)</TypeIdentifier>
					<Name>Equation</Name>
					<DefaultValue>x</DefaultValue>
					<Value>log(1+x)</Value>
					<Modifiability>false</Modifiability>
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			</Settings>
			<Attributes>
				<Attribute>
					<Identifier>(0x1fa7a38f, 0x54edbe0b)</Identifier>
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				<Attribute>
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			</Attributes>
		</Box>
		<Box>
			<Identifier>(0x1300340f, 0x7c5de533)</Identifier>
			<Name>Sg Avg</Name>
			<AlgorithmClassIdentifier>(0x00642c4d, 0x5df7e50a)</AlgorithmClassIdentifier>
			<Inputs>
				<Input>
					<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
					<Name>Input signal</Name>
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			<Outputs>
				<Output>
					<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
					<Name>Filtered signal</Name>
				</Output>
			</Outputs>
			<Attributes>
				<Attribute>
					<Identifier>(0x1fa7a38f, 0x54edbe0b)</Identifier>
					<Value>304</Value>
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				<Attribute>
					<Identifier>(0x207c9054, 0x3c841b63)</Identifier>
					<Value>1024</Value>
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				<Attribute>
					<Identifier>(0x4e7b798a, 0x183beafb)</Identifier>
					<Value>(0xc5ff4187, 0xffc5f432)</Value>
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					<Identifier>(0xc46b3d00, 0x3e0454e1)</Identifier>
					<Value>(0x00000000, 0x00c9d9cd)</Value>
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				<Attribute>
					<Identifier>(0xc80ce8af, 0xf699f813)</Identifier>
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				<Attribute>
					<Identifier>(0xcfad85b0, 0x7c6d841c)</Identifier>
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		<Box>
			<Identifier>(0x219be4a9, 0x6e609516)</Identifier>
			<Name>Sg Avg</Name>
			<AlgorithmClassIdentifier>(0x00642c4d, 0x5df7e50a)</AlgorithmClassIdentifier>
			<Inputs>
				<Input>
					<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
					<Name>Input signal</Name>
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			<Outputs>
				<Output>
					<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
					<Name>Filtered signal</Name>
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			</Outputs>
			<Attributes>
				<Attribute>
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			<Name>SBE</Name>
			<AlgorithmClassIdentifier>(0x426163d1, 0x324237b0)</AlgorithmClassIdentifier>
			<Inputs>
				<Input>
					<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
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				<Input>
					<TypeIdentifier>(0x6f752dd0, 0x082a321e)</TypeIdentifier>
					<Name>Input stimulations</Name>
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			<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>6.00</Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0x512a166f, 0x5c3ef83f)</TypeIdentifier>
					<Name>Epoch offset (in sec)</Name>
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					<Modifiability>false</Modifiability>
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				<Setting>
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					<TypeIdentifier>(0x512a166f, 0x5c3ef83f)</TypeIdentifier>
					<Name>Pass band ripple (dB)</Name>
					<DefaultValue>0.5</DefaultValue>
					<Value>0.500000</Value>
					<Modifiability>false</Modifiability>
				</Setting>
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				<Attribute>
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					<Value>-16</Value>
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				<Attribute>
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					<Value>1040</Value>
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				<Attribute>
					<Identifier>(0x4e7b798a, 0x183beafb)</Identifier>
					<Value>(0x27a4ceec, 0x876d6384)</Value>
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				<Attribute>
					<Identifier>(0x8d21ff41, 0xdf6afe7e)</Identifier>
					<Value>${__volatile_ScenarioDir}/configuration/temporal-filter-freq-3.cfg</Value>
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					<Identifier>(0xc46b3d00, 0x3e0454e1)</Identifier>
					<Value>(0x00000000, 0x02bf65dd)</Value>
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					<Value>1</Value>
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					<Value>1</Value>
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			<Name>Target Separator</Name>
			<AlgorithmClassIdentifier>(0x0b5a2787, 0x02750621)</AlgorithmClassIdentifier>
			<Inputs>
				<Input>
					<TypeIdentifier>(0x6f752dd0, 0x082a321e)</TypeIdentifier>
					<Name>New input</Name>
				</Input>
			</Inputs>
			<Outputs>
				<Output>
					<TypeIdentifier>(0x6f752dd0, 0x082a321e)</TypeIdentifier>
					<Name>Stimulations</Name>
				</Output>
				<Output>
					<TypeIdentifier>(0x6f752dd0, 0x082a321e)</TypeIdentifier>
					<Name>New output</Name>
				</Output>
			</Outputs>
			<Settings>
				<Setting>
					<TypeIdentifier>(0xb0d0db45, 0x49cbc34a)</TypeIdentifier>
					<Name>Lua Script</Name>
					<DefaultValue></DefaultValue>
					<Value>${__volatile_ScenarioDir}/scripts/classifier-training-target-separator.lua</Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0x79a9edeb, 0x245d83fc)</TypeIdentifier>
					<Name>Targets</Name>
					<DefaultValue></DefaultValue>
					<Value>0 1 2 3</Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0x79a9edeb, 0x245d83fc)</TypeIdentifier>
					<Name>Non Targets</Name>
					<DefaultValue></DefaultValue>
					<Value>4</Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0x2c132d6e, 0x44ab0d97)</TypeIdentifier>
					<Name>Output Stimulation</Name>
					<DefaultValue>OVTK_StimulationId_Target</DefaultValue>
					<Value>OVTK_StimulationId_Target</Value>
					<Modifiability>false</Modifiability>
				</Setting>
			</Settings>
			<Attributes>
				<Attribute>
					<Identifier>(0x17ee7c08, 0x94c14893)</Identifier>
					<Value></Value>
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					<Value>-192</Value>
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					<Value>1040</Value>
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				<Attribute>
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					<Value>(0xd6e3f48b, 0xbee3523a)</Value>
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				<Attribute>
					<Identifier>(0x61d11811, 0x71e65362)</Identifier>
					<Value></Value>
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				<Attribute>
					<Identifier>(0xc46b3d00, 0x3e0454e1)</Identifier>
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				<Attribute>
					<Identifier>(0xc80ce8af, 0xf699f813)</Identifier>
					<Value>1</Value>
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				<Attribute>
					<Identifier>(0xce18836a, 0x9c0eb403)</Identifier>
					<Value>1</Value>
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				<Attribute>
					<Identifier>(0xf191c1c8, 0xa0123976)</Identifier>
					<Value></Value>
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				<Attribute>
					<Identifier>(0xfba64161, 0x65304e21)</Identifier>
					<Value></Value>
				</Attribute>
			</Attributes>
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		<Box>
			<Identifier>(0x68c7947c, 0x0be24bfd)</Identifier>
			<Name>Stream Switch</Name>
			<AlgorithmClassIdentifier>(0x556a2c32, 0x61df49fc)</AlgorithmClassIdentifier>
			<Inputs>
				<Input>
					<TypeIdentifier>(0x6f752dd0, 0x082a321e)</TypeIdentifier>
					<Name>Triggers</Name>
				</Input>
				<Input>
					<TypeIdentifier>(0x17341935, 0x152ff448)</TypeIdentifier>
					<Name>Matrix</Name>
				</Input>
			</Inputs>
			<Outputs>
				<Output>
					<TypeIdentifier>(0x17341935, 0x152ff448)</TypeIdentifier>
					<Name>Output</Name>
				</Output>
				<Output>
					<TypeIdentifier>(0x17341935, 0x152ff448)</TypeIdentifier>
					<Name>Output</Name>
				</Output>
				<Output>
					<TypeIdentifier>(0x17341935, 0x152ff448)</TypeIdentifier>
					<Name>New output</Name>
				</Output>
				<Output>
					<TypeIdentifier>(0x17341935, 0x152ff448)</TypeIdentifier>
					<Name>New output</Name>
				</Output>
			</Outputs>
			<Settings>
				<Setting>
					<TypeIdentifier>(0x2cdb2f0b, 0x12f231ea)</TypeIdentifier>
					<Name>Default to output 1</Name>
					<DefaultValue>false</DefaultValue>
					<Value>false</Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0x2c132d6e, 0x44ab0d97)</TypeIdentifier>
					<Name>Switch stim for output 1</Name>
					<DefaultValue>OVTK_StimulationId_Label_00</DefaultValue>
					<Value>OVTK_StimulationId_Label_00</Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0x2c132d6e, 0x44ab0d97)</TypeIdentifier>
					<Name>Switch stim for output 2</Name>
					<DefaultValue>OVTK_StimulationId_Label_01</DefaultValue>
					<Value>OVTK_StimulationId_Label_01</Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0x2c132d6e, 0x44ab0d97)</TypeIdentifier>
					<Name>Switch stim for output 3</Name>
					<DefaultValue>OVTK_StimulationId_Label_00</DefaultValue>
					<Value>OVTK_StimulationId_Label_02</Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0x2c132d6e, 0x44ab0d97)</TypeIdentifier>
					<Name>Switch stim for output 4</Name>
					<DefaultValue>OVTK_StimulationId_Label_00</DefaultValue>
					<Value>OVTK_StimulationId_Label_03</Value>
					<Modifiability>false</Modifiability>
				</Setting>
			</Settings>
			<Attributes>
				<Attribute>
					<Identifier>(0x17ee7c08, 0x94c14893)</Identifier>
					<Value></Value>
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				<Attribute>
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					<Value>720</Value>
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					<Value>768</Value>
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				<Attribute>
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					<Value>(0x545d0657, 0x3d7c83bd)</Value>
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				<Attribute>
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					<Value></Value>
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				<Attribute>
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					<Value>(0x00000000, 0x05ab8e92)</Value>
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				<Attribute>
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					<Value>false</Value>
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				<Attribute>
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					<Value>2</Value>
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				<Attribute>
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					<Value>3</Value>
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				<Attribute>
					<Identifier>(0xcfad85b0, 0x7c6d841c)</Identifier>
					<Value>2</Value>
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		<Box>
			<Identifier>(0x6a466752, 0x377577fa)</Identifier>
			<Name>DSP</Name>
			<AlgorithmClassIdentifier>(0x00e26fa1, 0x1dbab1b2)</AlgorithmClassIdentifier>
			<Inputs>
				<Input>
					<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
					<Name>Input - A</Name>
				</Input>
			</Inputs>
			<Outputs>
				<Output>
					<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
					<Name>Output</Name>
				</Output>
			</Outputs>
			<Settings>
				<Setting>
					<TypeIdentifier>(0x79a9edeb, 0x245d83fc)</TypeIdentifier>
					<Name>Equation</Name>
					<DefaultValue>x</DefaultValue>
					<Value>x*x</Value>
					<Modifiability>false</Modifiability>
				</Setting>
			</Settings>
			<Attributes>
				<Attribute>
					<Identifier>(0x1fa7a38f, 0x54edbe0b)</Identifier>
					<Value>224</Value>
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				<Attribute>
					<Identifier>(0x207c9054, 0x3c841b63)</Identifier>
					<Value>816</Value>
				</Attribute>
				<Attribute>
					<Identifier>(0x30a4e5c9, 0x83502953)</Identifier>
					<Value></Value>
				</Attribute>
				<Attribute>
					<Identifier>(0x4e7b798a, 0x183beafb)</Identifier>
					<Value>(0x21889dc4, 0x1126497e)</Value>
				</Attribute>
				<Attribute>
					<Identifier>(0x527ad68d, 0x16d746a0)</Identifier>
					<Value></Value>
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				<Attribute>
					<Identifier>(0xc46b3d00, 0x3e0454e1)</Identifier>
					<Value>(0x00000000, 0x00b1897c)</Value>
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				<Attribute>
					<Identifier>(0xc80ce8af, 0xf699f813)</Identifier>
					<Value>1</Value>
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				<Attribute>
					<Identifier>(0xce18836a, 0x9c0eb403)</Identifier>
					<Value>1</Value>
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				<Attribute>
					<Identifier>(0xcfad85b0, 0x7c6d841c)</Identifier>
					<Value>1</Value>
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				<Attribute>
					<Identifier>(0xfba64161, 0x65304e21)</Identifier>
					<Value></Value>
				</Attribute>
			</Attributes>
		</Box>
		<Box>
			<Identifier>(0x6cc6b8a7, 0x009107fb)</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>
				<Input>
					<TypeIdentifier>(0x17341935, 0x152ff448)</TypeIdentifier>
					<Name>Features for class 3</Name>
				</Input>
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			<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>OVTK_StimulationId_ExperimentStop</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>${__volatile_ScenarioDir}/classifiers/multiclass.xml</Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0xbe9eba5c, 0xa8415d37)</TypeIdentifier>
					<Name>Multiclass strategy to apply</Name>
					<DefaultValue>Native</DefaultValue>
					<Value>OneVsAll</Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0x2c132d6e, 0x44ab0d97)</TypeIdentifier>
					<Name>Class 1 label</Name>
					<DefaultValue>OVTK_StimulationId_Label_01</DefaultValue>
					<Value>OVTK_StimulationId_Label_01</Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0x2c132d6e, 0x44ab0d97)</TypeIdentifier>
					<Name>Class 2 label</Name>
					<DefaultValue>OVTK_StimulationId_Label_02</DefaultValue>
					<Value>OVTK_StimulationId_Label_02</Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0x2c132d6e, 0x44ab0d97)</TypeIdentifier>
					<Name>Class 3 label</Name>
					<DefaultValue>OVTK_StimulationId_Label_03</DefaultValue>
					<Value>OVTK_StimulationId_Label_03</Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0xd765a736, 0xed708c65)</TypeIdentifier>
					<Name>Algorithm to use</Name>
					<DefaultValue>Linear Discrimimant Analysis (LDA)</DefaultValue>
					<Value>Support Vector Machine (SVM)</Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0x512a166f, 0x5c3ef83f)</TypeIdentifier>
					<Name>Epsilon</Name>
					<DefaultValue>0.100000</DefaultValue>
					<Value>0.100000</Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0x79a9edeb, 0x245d83fc)</TypeIdentifier>
					<Name>Weight</Name>
					<DefaultValue></DefaultValue>
					<Value></Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0x2af426d1, 0x72fb7bac)</TypeIdentifier>
					<Name>SVM type</Name>
					<DefaultValue>C-SVC</DefaultValue>
					<Value>C-SVC</Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0x007deef9, 0x2f3e95c6)</TypeIdentifier>
					<Name>Degree</Name>
					<DefaultValue>3</DefaultValue>
					<Value>1</Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0x54bb0016, 0x6aa27496)</TypeIdentifier>
					<Name>Kernel type</Name>
					<DefaultValue>Linear</DefaultValue>
					<Value>Linear</Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0x79a9edeb, 0x245d83fc)</TypeIdentifier>
					<Name>Weight Label</Name>
					<DefaultValue></DefaultValue>
					<Value></Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0x512a166f, 0x5c3ef83f)</TypeIdentifier>
					<Name>Epsilon tolerance</Name>
					<DefaultValue>0.001000</DefaultValue>
					<Value>0.001000</Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0x512a166f, 0x5c3ef83f)</TypeIdentifier>
					<Name>Cost</Name>
					<DefaultValue>1.000000</DefaultValue>
					<Value>1.000000</Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0x512a166f, 0x5c3ef83f)</TypeIdentifier>
					<Name>Cache size</Name>
					<DefaultValue>100.000000</DefaultValue>
					<Value>100.000000</Value>
					<Modifiability>false</Modifiability>
				</Setting>
				<Setting>
					<TypeIdentifier>(0x512a166f, 0x5c3ef83f)</TypeIdentifier>
					<Name>Gamma</Name>
					<DefaultValue>0.000000</DefaultValue>
					<Value>0.000000</Value>
					<Modifiability>false</Modifiability>
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				<Setting>
					<TypeIdentifier>(0x512a166f, 0x5c3ef83f)</TypeIdentifier>
					<Name>Nu</Name>
					<DefaultValue>0.500000</DefaultValue>
					<Value>0.500000</Value>
					<Modifiability>false</Modifiability>
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				<Setting>
					<TypeIdentifier>(0x2cdb2f0b, 0x12f231ea)</TypeIdentifier>
					<Name>Shrinking</Name>
					<DefaultValue>true</DefaultValue>
					<Value>true</Value>
					<Modifiability>false</Modifiability>
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				<Setting>
					<TypeIdentifier>(0x512a166f, 0x5c3ef83f)</TypeIdentifier>
					<Name>Coef 0</Name>
					<DefaultValue>0.000000</DefaultValue>
					<Value>0.000000</Value>
					<Modifiability>false</Modifiability>
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				<Setting>
					<TypeIdentifier>(0x007deef9, 0x2f3e95c6)</TypeIdentifier>
					<Name>Number of partitions for k-fold cross-validation test</Name>
					<DefaultValue>10</DefaultValue>
					<Value>3</Value>
					<Modifiability>false</Modifiability>
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				<Setting>
					<TypeIdentifier>(0x2cdb2f0b, 0x12f231ea)</TypeIdentifier>
					<Name>Balance classes</Name>
					<DefaultValue>false</DefaultValue>
					<Value>false</Value>
					<Modifiability>false</Modifiability>
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				<Attribute>
					<Identifier>(0x1fa7a38f, 0x54edbe0b)</Identifier>
					<Value>800</Value>
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				<Attribute>
					<Identifier>(0x207c9054, 0x3c841b63)</Identifier>
					<Value>752</Value>
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				<Attribute>
					<Identifier>(0x4e7b798a, 0x183beafb)</Identifier>
					<Value>(0x9de21779, 0x37776c89)</Value>
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					<Identifier>(0xc80ce8af, 0xf699f813)</Identifier>
					<Value>1</Value>
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				<Attribute>
					<Identifier>(0xce18836a, 0x9c0eb403)</Identifier>
					<Value>6</Value>
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				<Attribute>
					<Identifier>(0xcfad85b0, 0x7c6d841c)</Identifier>
					<Value>3</Value>
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				<Attribute>
					<Identifier>(0xfba64161, 0x65304e21)</Identifier>
					<Value></Value>
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		<Box>
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			<Name>Feature aggregator</Name>
			<AlgorithmClassIdentifier>(0x00682417, 0x453635f9)</AlgorithmClassIdentifier>
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				<Input>
					<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
					<Name>Input stream 1</Name>
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				<Input>
					<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
					<Name>Input stream 2</Name>
				</Input>
				<Input>
					<TypeIdentifier>(0x544a003e, 0x6dcba5f6)</TypeIdentifier>
					<Name>Input stream 3</Name>
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			<Outputs>
				<Output>
					<TypeIdentifier>(0x17341935, 0x152ff448)</TypeIdentifier>
					<Name>Feature vector stream</Name>
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				<Attribute>
					<Identifier>(0x1fa7a38f, 0x54edbe0b)</Identifier>
					<Value>496</Value>
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				<Attribute>
					<Identifier>(0x207c9054, 0x3c841b63)</Identifier>
					<Value>816</Value>
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				<Attribute>
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					<Value>(0xb5d15cc9, 0x6c8c28fb)</Value>
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				<Attribute>
					<Identifier>(0xc46b3d00, 0x3e0454e1)</Identifier>
					<Value>(0x00000000, 0x00d82340)</Value>
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				<Attribute>
					<Identifier>(0xc73e83ec, 0xf855c5bc)</Identifier>
					<Value>false</Value>
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				<Attribute>
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				<Attribute>
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					<Value></Value>
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		<Box>
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				<Input>
					<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
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				<Output>
					<TypeIdentifier>(0x5ba36127, 0x195feae1)</TypeIdentifier>
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				<Setting>
					<TypeIdentifier>(0x2f2c606c, 0x8512ed68)</TypeIdentifier>
					<Name>Filter method</Name>
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