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WARNING: class label %d specified in weight is not found WARNING: # folds > # data. Will use # folds = # data instead (i.e., leave-one-out cross validation) wCsolver_type %s nr_class %d label %d nr_feature %d bias %.17g w %.17g reps <= 0C <= 0p < 0unknown solver typeInitial-solution specification supported only for solver L2R_LR and L2R_L2LOSS_SVCV瞯<:0yE>MbP?|Gz??@ @$@4@Y@@0A$????@@Usage: train [options] training_set_file [model_file] options: -s type : set type of solver (default 1) for multi-class classification 0 -- L2-regularized logistic regression (primal) 1 -- L2-regularized L2-loss support vector classification (dual) 2 -- L2-regularized L2-loss support vector classification (primal) 3 -- L2-regularized L1-loss support vector classification (dual) 4 -- support vector classification by Crammer and Singer 5 -- L1-regularized L2-loss support vector classification 6 -- L1-regularized logistic regression 7 -- L2-regularized logistic regression (dual) for regression 11 -- L2-regularized L2-loss support vector regression (primal) 12 -- L2-regularized L2-loss support vector regression (dual) 13 -- L2-regularized L1-loss support vector regression (dual) -c cost : set the parameter C (default 1) -p epsilon : set the epsilon in loss function of SVR (default 0.1) -e epsilon : set tolerance of termination criterion -s 0 and 2 |f'(w)|_2 <= eps*min(pos,neg)/l*|f'(w0)|_2, where f is the primal function and pos/neg are # of positive/negative data (default 0.01) -s 11 |f'(w)|_2 <= eps*|f'(w0)|_2 (default 0.0001) -s 1, 3, 4, and 7 Dual maximal violation <= eps; similar to libsvm (default 0.1) -s 5 and 6 |f'(w)|_1 <= eps*min(pos,neg)/l*|f'(w0)|_1, where f is the primal function (default 0.01) -s 12 and 13 |f'(alpha)|_1 <= eps |f'(alpha0)|, where f is the dual function (default 0.1) -B bias : if bias >= 0, instance x becomes [x; bias]; if < 0, no bias term added (default -1) -wi weight: weights adjust the parameter C of different classes (see README for details) -v n: n-fold cross validation mode -C : find parameters (C for -s 0, 2 and C, p for -s 11) -q : quiet mode (no outputs) Wrong input format at line %d ERROR: %s can't save model to file %s Doing parameter search with %d-fold cross validation. Best C = %g CV accuracy = %g%% Best C = %g Best p = %g CV MSE = %g Cross Validation Mean squared error = %g Cross Validation Squared correlation coefficient = %g Cross Validation Accuracy = %g%% n-fold cross validation: n must >= 2 unknown option: -%c %s.modelSolver not specified. 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