Repository revision
0:f0b415eb3bcf

Repository 'msi_classification'
hg clone https://toolshed.g2.bx.psu.edu/repos/galaxyp/msi_classification

MSI classification tool metadata
Miscellaneous
spatial classification of mass spectrometry imaging data
mass_spectrometry_imaging_classification
toolshed.g2.bx.psu.edu/repos/galaxyp/msi_classification/mass_spectrometry_imaging_classification/1.10.0.0
1.10.0.0
None
True
Version lineage of this tool (guids ordered most recent to oldest)
toolshed.g2.bx.psu.edu/repos/galaxyp/msi_classification/mass_spectrometry_imaging_classification/1.10.0.0 (this tool)
mass_spectrometry_imaging_classification
Requirements (dependencies defined in the <requirements> tag set)
name version type
bioconductor-cardinal 1.10.0 package
r-gridextra 2.2.1 package
r-lattice 0.20-35 package
r-ggplot2 2.2.1 package
Functional tests
name inputs outputs required files
Test-1 type_cond|method_cond|class_method: PLS
type_cond|type_method: training
type_cond|method_cond|analysis_cond|fold_cond|fold_column: 1
type_cond|y_cond|y_column: 2
type_cond|y_cond|y_data: pixel_annotation_file1.tabular
type_cond|method_cond|analysis_cond|PLS_method: cvapply
type_cond|method_cond|analysis_cond|plscv_comp: 2:4
type_cond|y_cond|y_vector: y_external
type_cond|method_cond|analysis_cond|fold_cond|fold_vector: fold_external
type_cond|method_cond|analysis_cond|fold_cond|fold_data: pixel_annotation_file1.tabular
infile: testfile_squares.rdata
attributes: name
attributes: name
attributes: name
testfile_squares.rdata
pixel_annotation_file1.tabular
name
Test-2 output_rdata: True
type_cond|method_cond|class_method: PLS
type_cond|type_method: training
type_cond|y_cond|y_column: 2
type_cond|method_cond|analysis_cond|PLS_method: PLS_analysis
type_cond|method_cond|analysis_cond|pls_toplabels: 100
type_cond|y_cond|y_vector: y_external
type_cond|y_cond|y_data: pixel_annotation_file1.tabular
type_cond|method_cond|analysis_cond|pls_scale: True
type_cond|method_cond|analysis_cond|pls_comp: 2
infile: testfile_squares.rdata
attributes: name
attributes: name
attributes: name
attributes: name
testfile_squares.rdata
pixel_annotation_file1.tabular
name
Test-3 type_cond|method_cond|class_method: OPLS
type_cond|type_method: training
type_cond|y_cond|y_column: 2
type_cond|y_cond|y_vector: y_external
type_cond|y_cond|y_data: random_factors.tabular
infile: testfile_squares.rdata
type_cond|method_cond|opls_analysis_cond|opls_method: opls_analysis
attributes: name
attributes: name
attributes: name
testfile_squares.rdata
random_factors.tabular
name
Test-4 output_rdata: True
type_cond|method_cond|class_method: OPLS
type_cond|type_method: training
type_cond|y_cond|y_column: 2
type_cond|method_cond|opls_analysis_cond|opls_scale: FALSE
type_cond|method_cond|opls_analysis_cond|opls_comp: 3
type_cond|y_cond|y_data: random_factors.tabular
type_cond|method_cond|opls_analysis_cond|xnew: False
type_cond|method_cond|opls_analysis_cond|opls_toplabels: 100
type_cond|y_cond|y_vector: y_external
infile: testfile_squares.rdata
type_cond|method_cond|opls_analysis_cond|opls_method: opls_analysis
attributes: name
attributes: name
attributes: name
attributes: name
testfile_squares.rdata
random_factors.tabular
name
Test-5 type_cond|method_cond|ssc_analysis_cond|ssc_method: ssc_cvapply
type_cond|type_method: training
type_cond|y_cond|y_column: 2
type_cond|method_cond|class_method: spatialShrunkenCentroids
type_cond|y_cond|y_vector: y_external
type_cond|y_cond|y_data: pixel_annotation_file1.tabular
type_cond|method_cond|ssc_analysis_cond|ssc_fold_cond|ssc_fold_column: 1
type_cond|method_cond|ssc_analysis_cond|ssc_fold_cond|ssc_fold_vector: ssc_fold_external
infile: testfile_squares.rdata
type_cond|method_cond|ssc_analysis_cond|ssc_fold_cond|ssc_fold_data: pixel_annotation_file1.tabular
attributes: name
attributes: name
attributes: name
testfile_squares.rdata
pixel_annotation_file1.tabular
name
Test-6 output_rdata: True
type_cond|method_cond|ssc_analysis_cond|ssc_method: ssc_analysis
type_cond|type_method: training
type_cond|y_cond|y_column: 2
type_cond|method_cond|class_method: spatialShrunkenCentroids
type_cond|method_cond|ssc_kernel_method: adaptive
type_cond|method_cond|ssc_r: 2
type_cond|method_cond|ssc_analysis_cond|ssc_toplabels: 100
type_cond|method_cond|ssc_s: 2
type_cond|y_cond|y_data: random_factors.tabular
type_cond|y_cond|y_vector: y_external
infile: testfile_squares.rdata
attributes: name
attributes: name
attributes: name
attributes: name
testfile_squares.rdata
random_factors.tabular
name
Test-7 output_rdata: True
type_cond|type_method: prediction
type_cond|training_result: test2.rdata
type_cond|new_y|new_y_column: 2
type_cond|new_y|new_y_values: new_y_external
type_cond|new_y|new_y_data: pixel_annotation_file1.tabular
infile: testfile_squares.rdata
attributes: name
attributes: name
attributes: name
attributes: name
testfile_squares.rdata
test2.rdata
pixel_annotation_file1.tabular
name