| Issue | #Downvotes for this reason | By |
|---|
| search | weka.MathParameter(1) | A property search setup. |
| W | weka.SMO(1) | Full name of base classifier. (default: weka.classifiers.functions.LinearRegression) |
| algorithm | weka.RandomSearch(1) | A search algorithm. |
| -do-not-check-capabilities | If set, classifier capabilities are not checked before classifier is built (use with caution). | |
| C | Do not try to eliminate colinear attributes. | |
| 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 |
| R | Set ridge parameter (default 1.0e-8). | |
| S | Random number seed. (default 1) | default: 1 |
| W | Full name of base classifier. (default: weka.classifiers.functions.LinearRegression) | default: weka.classifiers.functions.SMO |
| additional-stats | Output additional statistics. | |
| algorithm | A search algorithm. | default: weka.classifiers.meta.multisearch.RandomSearch |
| 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: /vol/home/rijnjnvan/apps/weka-3-7-13 |
| minimal | Conserve memory, don't keep dataset header and means/stdevs. Model cannot be printed out if this option is enabled. (default: keep data) | |
| num-decimal-places | The number of decimal places for the output of numbers in the model (default 2). | |
| output-debug-info | If set, classifier is run in debug mode and may output additional info to the console | |
| search | A property search setup. | default: weka.core.setupgenerator.MathParameter |