Cascade block: pre_diff_sg -> pre_norm_vector.
Definition at line 2 of file cascade_diffvn.m.
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| function | cascade_diffvn () |
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| function get | L (in o) |
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| function get | L_fea_x (in o) |
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| function get | xname (in o) |
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| function get | xunit (in o) |
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| function get | yname (in o) |
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| function get | yunit (in o) |
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| function get | classlabels (in o) |
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| function get | v (in o) |
| | Retrieves v from last block. More...
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| function get | decisionthreshold (in o) |
| | Retrieves decisionthreshold from the decider that if finds. More...
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| function get | no_blocks (in o) |
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| function | extract_fcon_linear_fixed (in o) |
| | Extracts fcon_linear_fixed with same Loadings Matrix. More...
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| function | get_L_fea_x (in o) |
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| function | get_xname (in o) |
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| function | get_xunit (in o) |
| | Feature names: takes the xname property from the first linear block. More...
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| function | get_yname (in o) |
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| function | get_yunit (in o) |
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| function | get_methodname (in o, in flag_short) |
| | Calls get_methodname() for all blocks. More...
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| function | get_L_fea_names (in o, in idxs) |
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| function | get_loadings (in o) |
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| function | get_grades (in o, in params) |
| | Abstract. Method to get the per-feature grades. BMTool stuff. More...
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| function | get_gradeslegend (in o, in params) |
| | Abstract. Method to get block title based on passed parameters. BMTool stuff. More...
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| function | use (in o, in data) |
| | Applies block to data. More...
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| function | train (in o, in data, in varargin) |
| | Trains block. More...
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| function | boot (in o) |
| | Configures the structure to deal with new type of data. More...
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| function | get_description (in o, in flag_short) |
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| function | setbatch (in o, in params) |
| | Sets several properties of an object at once. More...
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| function | get_report (in o) |
| | Object reports are plain text. HTML would be cool but c'mon, we don't need that sophistication. More...
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| function | get_html (in o, in flag_stylesheet) |
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| function | get_params (in o, in data) |
| | Calls Parameters GUI. More...
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| function | extract_log (in o) |
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| function | get_ancestry (in o, in flag_title) |
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| function cascade_diffvn::cascade_diffvn |
( |
| ) |
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| function block_cascade_base::assert_checked |
( |
in |
o | ) |
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protectedinherited |
BLock needs to keep up-to-date with contents.
| function block_cascade_base::assert_fcon_linear |
( |
in |
o | ) |
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protectedinherited |
Makes sure that the block can mimic a linear block.
| function block::boot |
( |
in |
o | ) |
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inherited |
Configures the structure to deal with new type of data.
Booting accounts for clearing any recordings; model structure; stored data etc from the object so that it can be re-used anew.
| function get block_cascade_base::classlabels |
( |
in |
o | ) |
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inherited |
Other getters call yet another function, I don't know exactly why. I won't do this here because this may be called many times.
| function get block_cascade_base::decisionthreshold |
( |
in |
o | ) |
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inherited |
Retrieves decisionthreshold from the decider that if finds.
| function block_cascade_base::do_boot |
( |
in |
o | ) |
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protectedinherited |
Boots every encapsulated block.
| function block_cascade_base::do_check |
( |
in |
o | ) |
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protectedinherited |
| function irobj::do_get_html |
( |
in |
o | ) |
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protectedinherited |
Abstract. HTML inner body.
| function block_cascade_base::do_get_report |
( |
in |
o | ) |
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protectedinherited |
| function block_cascade_base::do_train |
( |
in |
o, |
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in |
data |
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) |
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protectedinherited |
Trains every encapsulated block
- Todo:
- think about stacked generalization
| function block_cascade_base::do_use |
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in |
o, |
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in |
data |
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) |
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protectedinherited |
output of (k-1)-th block is inputted into k-th block. Final output is the output of the end-th block.
Skips any blmisc_rowsout block (outlier remover)
| function block_cascade_base::extract_fcon_linear_fixed |
( |
in |
o | ) |
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inherited |
| function irobj::extract_log |
( |
in |
o | ) |
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inherited |
- Parameters
-
- Returns
- [o, log]
| function irobj::get_ancestry |
( |
in |
o, |
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in |
flag_title |
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) |
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inherited |
| function irobj::get_description |
( |
in |
o, |
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in |
flag_short |
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) |
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inherited |
Returns description string
Precedence according with flag_short:
- 0: title > short > classtitle
- 1: short > title > classtitle
- Parameters
-
| flag_short=0 | I am sealing this to make sure that no class will try to improvise on this function. |
| function block::get_grades |
( |
in |
o, |
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in |
params |
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) |
| |
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inherited |
Abstract. Method to get the per-feature grades. BMTool stuff.
| function block::get_gradeslegend |
( |
in |
o, |
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in |
params |
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) |
| |
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inherited |
Abstract. Method to get block title based on passed parameters. BMTool stuff.
| function irobj::get_html |
( |
in |
o, |
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in |
flag_stylesheet |
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) |
| |
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inherited |
- Parameters
-
| flag_stylesheet=1 | Whether to include the stylesheet in the HTML |
| function block_cascade_base::get_L_fea_names |
( |
in |
o, |
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in |
idxs |
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) |
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inherited |
| function block_cascade_base::get_L_fea_x |
( |
in |
o | ) |
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inherited |
| function block_cascade_base::get_linear1 |
( |
in |
o | ) |
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protectedinherited |
Retrieves the first linear block.
| function block_cascade_base::get_loadings |
( |
in |
o | ) |
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inherited |
Cascades blocks' loadings matrices. Works only if one or all blocks provide one loadings matrix of course, i.e., they all represent linear transforms.
| function block_cascade_base::get_methodname |
( |
in |
o, |
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in |
flag_short |
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) |
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inherited |
| function irobj::get_params |
( |
in |
o, |
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in |
data |
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) |
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inherited |
Calls Parameters GUI.
If flag_params, tries uip_<class>.m. If fails, tries uip_<ancestor>.m and so on
| function irobj::get_report |
( |
in |
o | ) |
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inherited |
Object reports are plain text. HTML would be cool but c'mon, we don't need that sophistication.
| function block_cascade_base::get_xname |
( |
in |
o | ) |
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inherited |
| function block_cascade_base::get_xunit |
( |
in |
o | ) |
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inherited |
Feature names: takes the xname property from the first linear block.
| function block_cascade_base::get_yname |
( |
in |
o | ) |
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inherited |
y-name: takes the yname property from the last block that has it
- Returns
- yname. Defaults to an empty string.
| function block_cascade_base::get_yunit |
( |
in |
o | ) |
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inherited |
y-unit: takes the yunit property from the last block that has it
- Returns
- yunit. Defaults to an empty string.
| function get block_cascade_base::L |
( |
in |
o | ) |
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inherited |
| function get block_cascade_base::L_fea_x |
( |
in |
o | ) |
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inherited |
| function get block_cascade_base::no_blocks |
( |
in |
o | ) |
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inherited |
| function irobj::setbatch |
( |
in |
o, |
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in |
params |
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) |
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inherited |
Sets several properties of an object at once.
- Parameters
-
| o | |
| params | Cell followint the pattern{'property1', value1, 'property2', value2, ...} |
| function block::train |
( |
in |
o, |
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in |
data, |
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in |
varargin |
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) |
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inherited |
| function block::use |
( |
in |
o, |
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in |
data |
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) |
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inherited |
| function get block_cascade_base::v |
( |
in |
o | ) |
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inherited |
Retrieves v from last block.
| function get block_cascade_base::xname |
( |
in |
o | ) |
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inherited |
| function get block_cascade_base::xunit |
( |
in |
o | ) |
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inherited |
| function get block_cascade_base::yname |
( |
in |
o | ) |
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inherited |
| function get block_cascade_base::yunit |
( |
in |
o | ) |
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inherited |
| Property block_cascade_base::blocks |
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inherited |
| Property block_cascade_base::classlabels |
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inherited |
Class labels. clssr mimicking. Retrieves the classlabels property from the last block.
Definition at line 57 of file block_cascade_base.m.
| Property irobj::classtitle |
|
protectedinherited |
Class Title. Should have a descriptive name, as short as possible.
Definition at line 50 of file irobj.m.
=[0, .8, 0]. multipurpose feature, routines may use it for different things. Major use is to change the background of objtool and blockmenu. See also classes_html.m
Definition at line 42 of file irobj.m.
| Property block_cascade_base::decisionthreshold |
|
inherited |
Decision threshold. decider mimicking. Retriever the decisionthreshold property from some decider it finds along the blocks
Definition at line 64 of file block_cascade_base.m.
| Property block::flag_bootable |
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protectedinherited |
=0. (High-Level setting and internal function) Whether or not the block is bootable.
Definition at line 14 of file block.m.
| Property block::flag_booted |
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protectedinherited |
=0. Set to 1 by boot() after booting the block
Definition at line 69 of file block.m.
| Property block_cascade_base::flag_checked |
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protectedinherited |
| Property block_cascade_base::flag_crossc |
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inherited |
=1. Whether to cross-calculate outputs when it is the case. The case is: in training; and the component block is level 1 (trainable); and the component block is not the last block. If flag_crossc is false, the same dataset will be used to train and to calculate the block output.
Definition at line 25 of file block_cascade_base.m.
| Property block_cascade_base::flag_decider |
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protectedinherited |
| Property block_cascade_base::flag_fcon_linear |
|
protectedinherited |
| Property block::flag_fixednf |
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protectedinherited |
=1. (internal function) If true, dataset number of features will be checked upon training and using. Ignored if o.flag_trainable is 0.
Definition at line 28 of file block.m.
| Property block::flag_fixedno |
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protectedinherited |
=0. (internal function) If true, dataset number of observations will be checked upon training and using. Ignored if o.flag_trainable is 0.
Definition at line 31 of file block.m.
| Property block::flag_incrtrain |
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protectedinherited |
=0. (internal function). Whether or not the block accepts incremental training. The meaning is:
- If YES, it means that the block can adapt/evolve everytime its train() method is called
- If NO, the block can be trained only once, and calling its train() method many times can lead to unpredictable results
Definition at line 23 of file block.m.
| Property block::flag_multiin |
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protectedinherited |
=0. (High-Level setting (gencode)) Whether block allows/expects multiple objects as input.
Definition at line 35 of file block.m.
=1. (High-Level setting (gencode)) Whether the block generates any output at all (counterexample: vis blocks)
Definition at line 38 of file block.m.
| Property irobj::flag_params |
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protectedinherited |
=1. (GUI setting) Whether to call a GUI when the block is selected in blockmenu.m . If true, a routine called "uip_"<class name> will be called.
Definition at line 57 of file irobj.m.
| Property block::flag_train_inliers_only |
|
protectedinherited |
| Property block::flag_train_require_inliers |
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protectedinherited |
=1. If true, train() will give an error if the dataset has outliers. This is true by default, because the developer should be aware of outliers being inputted into a training algorithm.
Definition at line 51 of file block.m.
| Property block::flag_trainable |
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protectedinherited |
=0. (High-Level + internal function). Whether or not the block can be trained, or completely non-data-based.
Definition at line 17 of file block.m.
| Property block::flag_trained |
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protectedinherited |
=0. Set to 1 by train() if training is successful; set back to 0 after booting.
Definition at line 66 of file block.m.
(GUI setting) Whether to "publish" in blockmenu and datatool. Note that a class can be "published" without a GUI (set flag_params=0 in this case, at the class constructor).
Definition at line 60 of file irobj.m.
| Property block_cascade_base::idx_decider |
|
protectedinherited |
| Property block_cascade_base::idx_linear1 |
|
protectedinherited |
Index of first linear block. This is calculated at boot time.
Definition at line 78 of file block_cascade_base.m.
| Property block::inputclass |
|
protectedinherited |
='irdata'. (High-Level setting) Class or classes (can be string or cell of strings) that the block can deal with. Allows for objtool and datatool to know (when appropriate) which blocks are applicable to the selected object(s).
Definition at line 11 of file block.m.
| Property block_cascade_base::L |
|
inherited |
| Property block_cascade_base::L_fea_names |
|
inherited |
| Property block_cascade_base::L_fea_x |
|
inherited |
| Property irobj::moreactions |
|
protectedinherited |
(GUI setting) String cell containing names of methods that may be called from the GUIs
Definition at line 63 of file irobj.m.
=-1. Number of features. Cleared at boot(), assigned or reinforced at train().
Definition at line 60 of file block.m.
=-1. Number of observations.
Definition at line 63 of file block.m.
| Property block_cascade_base::no_blocks |
|
protectedinherited |
| Property block_cascade_base::sgs_crossc |
|
inherited |
SGS to do the cross-calculations when necessary. If needed and empty, a default one will be used.
Definition at line 28 of file block_cascade_base.m.
Short for the method name.
Definition at line 53 of file irobj.m.
| Property block::time_train |
|
protectedinherited |
Trainings time.
Definition at line 73 of file block.m.
Use time.
Definition at line 76 of file block.m.
| Property block_cascade_base::v |
|
inherited |
Feature indexes. fsel mimicking. Retrieves the v property from the last block.
Definition at line 60 of file block_cascade_base.m.
| Property block_cascade_base::xname |
|
inherited |
| Property block_cascade_base::xunit |
|
inherited |
| Property block_cascade_base::yname |
|
inherited |
| Property block_cascade_base::yunit |
|
inherited |
The documentation for this class was generated from the following file:
Inheritance diagram for cascade_diffvn:
1.8.9.1 
