weka.classifiers.meta.MultiSearch(weka.classifiers.meta.multisearch.RandomSearch,weka.classifiers.meta.FilteredClassifier(weka.filters.MultiFilter(weka.filters.unsupervised.attribute.ReplaceMissingValues,weka.filters.unsupervised.attribute.RemoveUseless,weka.filters.unsupervised.attribute.Normalize),weka.classifiers.trees.J48))
Visibility: public
Uploaded 18-10-2024 by
Jan van Rijn
Weka_3.9.6
4 runs
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Parameters
| -do-not-check-capabilities | If set, classifier capabilities are not checked before classifier is built
(use with caution). | default: ["false"] |
| E | Determines 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"] |
| S | Random number seed.
(default 1) | default: ["1"] |
| W | Full name of base classifier.
(default: weka.classifiers.functions.LinearRegression) | default: ["weka.classifiers.meta.FilteredClassifier"] |
| algorithm | A search algorithm. | default: ["weka.classifiers.meta.multisearch.RandomSearch"] |
| batch-size | The desired batch size for batch prediction (default 100). | default: [] |
| class-label | The class label index to retrieve the metric for (if applicable). | default: ["1"] |
| log-file | The log file to log the messages to.
(default: none) | default: ["/Users/janvanrijn/projects/openml-weka"] |
| num-decimal-places | The number of decimal places for the output of numbers in the model (default 2). | default: [] |
| output-debug-info | If set, classifier is run in debug mode and
may output additional info to the console | default: ["false"] |
| search | A property search setup. | default: [] |
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