`settingsExplore()` defines the parameters used by Explore
Usage
settingsExplore(
settings,
output_path,
file_name,
train_data = NULL,
OutputFile = NULL,
StartRulelength = 1,
EndRulelength = 3,
OperatorMethod = "EXHAUSTIVE",
CutoffMethod = NULL,
ClassFeature,
PositiveClass,
FeatureInclude = "",
Maximize = "BALANCEDACCURACY",
Accuracy = 0,
BalancedAccuracy = 0,
Specificity = 0,
OutputMethod = "BEST",
PrintSettings = "yes",
PrintPerformance = "no",
PrintCutoffSets = "no",
Subsumption = "no",
BranchBound = "yes",
Parallel = "no",
ParallelMethod = "TWO",
BinaryReduction = "no"
)Arguments
- settings
Settings parameter
- output_path
A string declaring the path to the settings
- file_name
A string declaring the the path to the file name
- train_data
Train data
- OutputFile
A string declaring the path to the output file
- StartRulelength
Positive integer
- EndRulelength
Positive integer
- OperatorMethod
One of list with strings, e.g. list = "EXHAUSTIVE", ...
- CutoffMethod
One of list with strings, list = "RVAC", ...
- ClassFeature
String, should be name of one of columns in data train.
- PositiveClass
1 or string (?) (should be one of elements of column 'ClassFeature' in data train)
- FeatureInclude
Empty or string (should be name of one of columns in data train)
- Maximize
One of list with strings, list = "ACCURACY", ...
- Accuracy
Float 0-1 -> default = 0 (if 0, make empty = computationally more beneficial)
- BalancedAccuracy
Float 0-0.999 -> default = 0 (if 0, make empty = computationally more beneficial)
- Specificity
float 0-1, default = 0
- OutputMethod
string EVERY, BEST, INCREMENT
- PrintSettings
True or False
- PrintPerformance
True or False
- PrintCutoffSets
True or False
- Subsumption
True or False
- BranchBound
True or False
- Parallel
True or False
- ParallelMethod
In character, e.g. "TRUE"
- BinaryReduction
True or False