Gesture TCN Experiments

JIGSAWS, kinematic, gesture classification, Knot_Tying, LOSO

Model	filter	Training Loss	Testing Loss	Validation Acc	Dropout	Opti	SLURM ID	Notes
ResTCN_classification	8	0.0638	2.2665	0.535	0.5	adam	14943918	split=1
ResTCN_classification	8	0.3188	0.2093	0.478	0.5	adam	14943956	split=2
ResTCN_classification	8	x	x	0.494	0.5	adam	14943957	split=3
ResTCN_classification	8	x	x	0.462	0.5	adam	14943958	split=4
ResTCN_classification	8	x	x	0.459	0.5	adam	14943960	split=5

JIGSAWS, kinematic, gesture classification, Knot_Tying, LOUO

Model	filter	Training Loss	Testing Loss	Validation Acc	Dropout	Opti	SLURM ID	Notes
ResTCN_classification	8	x	x	0.514	0.5	adam	14943961	split=1
ResTCN_classification	8	x	x	0.404	0.5	adam	14943962	split=2
ResTCN_classification	8	x	x	0.418	0.5	adam	14943963	split=3
ResTCN_classification	8	x	x	0.630	0.5	adam	14943964	split=4
ResTCN_classification	8	x	x	0.460	0.5	adam	14943965	split=5
ResTCN_classification	8	x	x	0.481	0.5	adam	14943966	split=6
ResTCN_classification	8	x	x	0.429	0.5	adam	14943967	split=7
ResTCN_classification	8	x	x	0.349	0.5	adam	14943968	split=8

JIGSAWS, kinematic, gesture classification, Needle_Passing, LOSO

Model	filter	Training Loss	Testing Loss	Validation Acc	Dropout	Opti	SLURM ID	Notes
ResTCN_classification	8	x	x	0.491	0.5	adam	14947580	split=1
ResTCN_classification	8	x	x	0.551	0.5	adam	14947586	split=2
ResTCN_classification	8	x	x	0.431	0.5	adam	14947587	split=3
ResTCN_classification	8	x	x	0.483	0.5	adam	14947650	split=4
ResTCN_classification	8	x	x	0.459	0.5	adam	14947651	split=5

JIGSAWS, kinematic, gesture classification, Needle_Passing, LOUO

Model	filter	Training Loss	Testing Loss	Validation Acc	Dropout	Opti	SLURM ID	Notes
ResTCN_classification	8	x	x	0.478	0.5	adam	14947653	split=1
ResTCN_classification	8	x	x	0.458	0.5	adam	14947654	split=2
ResTCN_classification	8	x	x	0.255	0.5	adam	14947655	split=3
ResTCN_classification	8	x	x	0.403	0.5	adam	14947659	split=4
ResTCN_classification	8	x	x	0.556	0.5	adam	14947660	split=5
ResTCN_classification	8	x	x	x	0.5	adam	14947665	split=6, testlen = 0?
ResTCN_classification	8	x	x	0.500	0.5	adam	14947668	split=7
ResTCN_classification	8	x	x	0.507	0.5	adam	14947670	split=8

JIGSAWS, kinematic, gesture classification, Suturing, LOSO

Model	filter	Training Loss	Testing Loss	Validation Acc	Dropout	Opti	SLURM ID	Notes
ResTCN_classification	8	x	x	0.426	0.5	adam	14947748	split=1
ResTCN_classification	8	x	x	0.459	0.5	adam	14947750	split=2
ResTCN_classification	8	x	x	0.437	0.5	adam	14947756	split=3
ResTCN_classification	8	x	x	0.487	0.5	adam	14947762	split=4
ResTCN_classification	8	x	x	0.429	0.5	adam	14947766	split=5

JIGSAWS, kinematic, gesture classification, Suturing, LOUO

Model	filter	Training Loss	Testing Loss	Validation Acc	Dropout	Opti	SLURM ID	Notes
ResTCN_classification	8	x	x	0.471	0.5	adam	14947767	split=1
ResTCN_classification	8	x	x	0.635	0.5	adam	14947775	split=2
ResTCN_classification	8	x	x	0.254	0.5	adam	14947785	split=3
ResTCN_classification	8	x	x	0.424	0.5	adam	14947787	split=4
ResTCN_classification	8	x	x	0.356	0.5	adam	14947790	split=5
ResTCN_classification	8	x	x	0.629	0.5	adam	14947792	split=6, testlen = 0?
ResTCN_classification	8	x	x	0.372	0.5	adam	14947793	split=7
ResTCN_classification	8	x	x	0.588	0.5	adam	14947799	split=8