Steps

     ● Upload R Code
1.
     ●  Input Email
2. ● Choose Testing
Datasets
3. ● Choose Compared
Algorithms
     ● Choose
        Performance Indices

4.  ● Choose
        Comprehensive
        Performance Scores

     ● Specify the Number
        of Simulation Runs
See A Sample Result

Evaluate the performance of the user's algorithm

				
					
						Upload your R code here
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				Download a sample algorithm:USER
				
					The R code (USER.R) should be prepared like the following: 
					Note that the file name (e.g. USER.R) and the function name (e.g. USER <- function (X.miss, K=15)) must be the same.

Check All Dataset Dim Type Organism Title
GDS3323 45101*6 Non-time Series Mus musculus Na+/H+ exchanger 3 deficiency effect on the colon
GDS3215 12625*6 Non-time Series Homo sapiens 13-cis retinoic acid effect on SEB-1 sebocyte cell line
GDS3485 45011*6 Non-time Series Mus musculus Zinc transporter SLC39A13 deficiency effect on chondrocytes
GDS3476 45011*6 Non-time Series Mus musculus NF-E2-related factor 2 Nrf2 activation effect on the liver
GDS3197 45101*6 Non-time Series Mus musculus Transcriptional coactivator PGC-1beta hypomorphic mutation effect on the liver
GDS3149 45101*6 Non-time Series Mus musculus Suppressor of cytokine signaling 3 deficiency effect on the regenerating liver
GDS2107 15923*6 Non-time Series Rattus norvegicus Long-term ethanol consumption effect on pancreas
GDS3464 15617*6 Non-time Series Danio rerio SPT5 mutant embryos
GDS3426 23015*6 Non-time Series Staphylococcus epidermidis Staphylococcus epidermidis SarZ mutant
GDS3421 10208*6 Non-time Series Escherichia coli Frag1 cells response to ionic and non-ionic hyperosmotic stress
GDS3360 22575*8 Time Series Homo sapiens Chlamydia pneumoniae infection effect on HL epithelial cells: time course
GDS2863 31099*6 Time Series Rattus norvegicus Tienilic acid effect on the liver: time course
GDS5057 34760*8 Time Series Mus musculus Mepenzolate bromide effect on lung: time course
GDS5055 45307*10 Time Series Mus musculus Histone demethylase KDM1A deficiency effect on 3T3-L1 preadipocytes: time course
GDS3428 22283*9 Time Series Homo sapiens Immature dendritic cell response to butanol fraction of Echinacea purpurea: time course
GDS4484 45101*8 Time Series Mus musculus Cerebellar neuronal cell response to thyroid hormone: time course
GDS3785 17589*8 Time Series Homo sapiens Osteoarthritic chondrocytes and healthy mesenchymal stem cell during chondrogenic differentiation: time course
GDS3930 8799*9 Time Series Rattus norvegicus Bone morphogenic protein effect on cultured sympathetic neurons: time course
GDS4321 10208*8 Time Series Escherichia coli Escherichia coli O157:H7 response to cinnamaldehyde: time course
GDS3032 22277*8 Time Series Homo sapiens Quercetin effect on intestinal cell differentiation in vitro: time course

Dataset	Dim	Type	Organism	Title
GDS3323	45101*6	Non-time Series	Mus musculus	Na+/H+ exchanger 3 deficiency effect on the colon
GDS3215	12625*6	Non-time Series	Homo sapiens	13-cis retinoic acid effect on SEB-1 sebocyte cell line
GDS3485	45011*6	Non-time Series	Mus musculus	Zinc transporter SLC39A13 deficiency effect on chondrocytes
GDS3476	45011*6	Non-time Series	Mus musculus	NF-E2-related factor 2 Nrf2 activation effect on the liver
GDS3197	45101*6	Non-time Series	Mus musculus	Transcriptional coactivator PGC-1beta hypomorphic mutation effect on the liver
GDS3149	45101*6	Non-time Series	Mus musculus	Suppressor of cytokine signaling 3 deficiency effect on the regenerating liver
GDS2107	15923*6	Non-time Series	Rattus norvegicus	Long-term ethanol consumption effect on pancreas
GDS3464	15617*6	Non-time Series	Danio rerio	SPT5 mutant embryos
GDS3426	23015*6	Non-time Series	Staphylococcus epidermidis	Staphylococcus epidermidis SarZ mutant
GDS3421	10208*6	Non-time Series	Escherichia coli	Frag1 cells response to ionic and non-ionic hyperosmotic stress
GDS3360	22575*8	Time Series	Homo sapiens	Chlamydia pneumoniae infection effect on HL epithelial cells: time course
GDS2863	31099*6	Time Series	Rattus norvegicus	Tienilic acid effect on the liver: time course
GDS5057	34760*8	Time Series	Mus musculus	Mepenzolate bromide effect on lung: time course
GDS5055	45307*10	Time Series	Mus musculus	Histone demethylase KDM1A deficiency effect on 3T3-L1 preadipocytes: time course
GDS3428	22283*9	Time Series	Homo sapiens	Immature dendritic cell response to butanol fraction of Echinacea purpurea: time course
GDS4484	45101*8	Time Series	Mus musculus	Cerebellar neuronal cell response to thyroid hormone: time course
GDS3785	17589*8	Time Series	Homo sapiens	Osteoarthritic chondrocytes and healthy mesenchymal stem cell during chondrogenic differentiation: time course
GDS3930	8799*9	Time Series	Rattus norvegicus	Bone morphogenic protein effect on cultured sympathetic neurons: time course
GDS4321	10208*8	Time Series	Escherichia coli	Escherichia coli O157:H7 response to cinnamaldehyde: time course
GDS3032	22277*8	Time Series	Homo sapiens	Quercetin effect on intestinal cell differentiation in vitro: time course

Check All Algorithm Parameters
K Nearest Neighbors Similarity Measure Number of Iterations
SVD 
BPCA 
KNN  ( 5 < x < 300 ) 1/EuDist PCor Angle 
SKNN  ( 5 < x < 300 ) 1/EuDist PCor Angle 
IKNN  ( 5 < x < 300 ) 1/EuDist PCor Angle 
LS  ( 5 < x < 300 ) 1/EuDist PCor Angle 
LLS  ( 5 < x < 300 ) 1/EuDist PCor Angle 
SLLS  ( 5 < x < 300 ) 1/EuDist PCor Angle 
ILLS  ( 5 < x < 300 ) 1/EuDist PCor Angle 
ShrLLS  ( 5 < x < 300 ) 1/EuDist PCor Angle 
ShrSLLS  ( 5 < x < 300 ) 1/EuDist PCor Angle 
IShrLLS  ( 5 < x < 300 ) 1/EuDist PCor Angle

Check All	Algorithm	Parameters
K Nearest Neighbors	Similarity Measure	Number of Iterations
	SVD
	BPCA
	KNN	( 5 < x < 300 )	1/EuDist PCor Angle
	SKNN	( 5 < x < 300 )	1/EuDist PCor Angle
	IKNN	( 5 < x < 300 )	1/EuDist PCor Angle
	LS	( 5 < x < 300 )	1/EuDist PCor Angle
	LLS	( 5 < x < 300 )	1/EuDist PCor Angle
	SLLS	( 5 < x < 300 )	1/EuDist PCor Angle
	ILLS	( 5 < x < 300 )	1/EuDist PCor Angle
	ShrLLS	( 5 < x < 300 )	1/EuDist PCor Angle
	ShrSLLS	( 5 < x < 300 )	1/EuDist PCor Angle
	IShrLLS	( 5 < x < 300 )	1/EuDist PCor Angle

 Performance Indices
1/NRMSE
CPP
BLCI
ComprehensivePerformanceScores
Comprehensive Ranking Score
Comprehensive Normalized Score
Simulation Runs

Evaluate the performance of the user's algorithm

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