Visibility: public Uploaded 13-07-2016 by Jan van Rijn Weka_3.7.13 0 runs
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Weka implementation of MultiSearch


searchweka.MathParameter(1)A property search setup.
Wweka.SMO(1)Full name of base classifier. (default: weka.classifiers.functions.LinearRegression)
algorithmweka.RandomSearch(1)A search algorithm.


-do-not-check-capabilitiesIf set, classifier capabilities are not checked before classifier is built (use with caution).
CDo not try to eliminate colinear attributes.
EDetermines the parameter used for evaluation: CC = Correlation coefficient MCC = Matthews correlation coefficient RMSE = Root mean squared error RRSE = Root relative squared error MAE = Mean absolute error RAE = Root absolute error COMB = Combined = (1-abs(CC)) + RRSE + RAE ACC = Accuracy KAP = Kappa PREC = Precision (per class) WPREC = Weighted precision REC = Recall (per class) WREC = Weighted recall AUC = Area under ROC (per class) WAUC = Weighted area under ROC PRC = Area under PRC (per class) WPRC = Weighted area under PRC FM = F-Measure (per class) WFM = Weighted F-Measure TPR = True positive rate (per class) TNR = True negative rate (per class) FPR = False positive rate (per class) FNR = False negative rate (per class) (default: CC)default: CC
RSet ridge parameter (default 1.0e-8).
SRandom number seed. (default 1)default: 1
WFull name of base classifier. (default: weka.classifiers.functions.LinearRegression)default: weka.classifiers.functions.SMO
additional-statsOutput additional statistics.
algorithmA search algorithm.default: weka.classifiers.meta.multisearch.RandomSearch
class-labelThe class label index to retrieve the metric for (if applicable).default: 1
log-fileThe log file to log the messages to. (default: none)default: /vol/home/rijnjnvan/apps/weka-3-7-13
minimalConserve memory, don't keep dataset header and means/stdevs. Model cannot be printed out if this option is enabled. (default: keep data)
num-decimal-placesThe number of decimal places for the output of numbers in the model (default 2).
output-debug-infoIf set, classifier is run in debug mode and may output additional info to the console
searchA property search setup.default: weka.core.setupgenerator.MathParameter


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