run 1

[INFO] 5011 trainlabels (214150112)
[INFO] mkl_epsilon = 1.0e-05
[INFO] C_mkl = 0.0e+00
[INFO] mkl_norm = 1.000e+00
[INFO] solver = 0
[INFO] ent_lambda = 0.000000
[INFO] mkl_block_norm = 1.000000
[INFO] num_kernels = 1
[DEBUG] threads = 16
[DEBUG] qpsize = 41
[DEBUG] epsilon = 1.0e-05
[DEBUG] kernel->has_property(KP_LINADD) = 0
[DEBUG] kernel->has_property(KP_KERNCOMBINATION) = 1
[DEBUG] kernel->has_property(KP_BATCHEVALUATION) = 1
[DEBUG] kernel->get_optimization_type() = FASTBUTMEMHUNGRY
[DEBUG] get_solver_type() = 0
[DEBUG] get_linadd_enabled() = 1
[DEBUG] get_batch_computation_enabled() = 1
[DEBUG] kernel->get_num_subkernels() = 1
[DEBUG] use_kernel_cache = 1
[INFO] using a kernel cache of size 10 MB (10485760 bytes) for CustomKernel Kernel
[INFO] using a kernel cache of size 10 MB (10485760 bytes) for CombinedKernel Kernel
[DEBUG] alpha:0 num_sv:0
[DEBUG] 5011 totdoc 238 pos 4773 neg
[DEBUG] Optimizing...
[DEBUG] totdoc:5011
[DEBUG] inactive:0
[DEBUG] (436 iterations)[INFO] Optimization finished (144 misclassified, maxdiff=0.00000985).
[INFO] obj = -363.9637915358492819, rho = 0.6897878118641676
[INFO] Number of SV: 710 (including 295 at upper bound)
kernel Weights [ 1.]
[DEBUG] computing output on 5011 test examples
[DEBUG] computing output on 4952 test examples
[DEBUG] computing output on 4952 test examples
[INFO] 5011 trainlabels
[INFO] Computing gradient for initial set of non-zero alphas
[INFO]
optimization finished, #iter = 5165
[INFO] nu = 0.032636
[INFO] obj = -817.6975674088905635, rho = -0.7081004003746151
[INFO] nSV = 1064, nBSV = 0
[INFO] Total nSV = 1064
[DEBUG] computing output on 4952 test examples
[DEBUG] creating MKL object 0xcc7b260
[DEBUG] deleting MKL object 0xcc3eba0

run 2

[INFO] 5011 trainlabels (214236000)
[INFO] mkl_epsilon = 1.0e-05
[INFO] C_mkl = 0.0e+00
[INFO] mkl_norm = 1.000e+00
[INFO] solver = 0
[INFO] ent_lambda = 0.000000
[INFO] mkl_block_norm = 1.000000
[INFO] num_kernels = 1
[DEBUG] threads = 16
[DEBUG] qpsize = 41
[DEBUG] epsilon = 1.0e-05
[DEBUG] kernel->has_property(KP_LINADD) = 0
[DEBUG] kernel->has_property(KP_KERNCOMBINATION) = 1
[DEBUG] kernel->has_property(KP_BATCHEVALUATION) = 1
[DEBUG] kernel->get_optimization_type() = FASTBUTMEMHUNGRY
[DEBUG] get_solver_type() = 0
[DEBUG] get_linadd_enabled() = 1
[DEBUG] get_batch_computation_enabled() = 1
[DEBUG] kernel->get_num_subkernels() = 1
[DEBUG] use_kernel_cache = 1
[INFO] using a kernel cache of size 10 MB (10485760 bytes) for CustomKernel Kernel
[INFO] using a kernel cache of size 10 MB (10485760 bytes) for CombinedKernel Kernel
[DEBUG] alpha:0 num_sv:0
[DEBUG] 5011 totdoc 238 pos 4773 neg
[DEBUG] Optimizing...
[DEBUG] totdoc:5011
[DEBUG] inactive:0
[DEBUG] (448 iterations)[INFO] Optimization finished (148 misclassified, maxdiff=0.00000931).
[INFO] obj = -362.2840721340866708, rho = 0.6972873853388863
[INFO] Number of SV: 717 (including 293 at upper bound)
kernel Weights [ 1.]
[DEBUG] computing output on 5011 test examples
[DEBUG] computing output on 4952 test examples
[DEBUG] computing output on 4952 test examples
[INFO] 5011 trainlabels
[INFO] Computing gradient for initial set of non-zero alphas
[INFO]
optimization finished, #iter = 5165
[INFO] nu = 0.032636
[INFO] obj = -817.6975674088905635, rho = -0.7081004003746151
[INFO] nSV = 1064, nBSV = 0
[INFO] Total nSV = 1064
[DEBUG] computing output on 4952 test examples
[DEBUG] creating MKL object 0xcc93400
[DEBUG] deleting MKL object 0xcc7b260

run 3

[INFO] 5011 trainlabels (214454832)
[INFO] mkl_epsilon = 1.0e-05
[INFO] C_mkl = 0.0e+00
[INFO] mkl_norm = 1.000e+00
[INFO] solver = 0
[INFO] ent_lambda = 0.000000
[INFO] mkl_block_norm = 1.000000
[INFO] num_kernels = 1
[DEBUG] threads = 16
[DEBUG] qpsize = 41
[DEBUG] epsilon = 1.0e-05
[DEBUG] kernel->has_property(KP_LINADD) = 0
[DEBUG] kernel->has_property(KP_KERNCOMBINATION) = 1
[DEBUG] kernel->has_property(KP_BATCHEVALUATION) = 1
[DEBUG] kernel->get_optimization_type() = FASTBUTMEMHUNGRY
[DEBUG] get_solver_type() = 0
[DEBUG] get_linadd_enabled() = 1
[DEBUG] get_batch_computation_enabled() = 1
[DEBUG] kernel->get_num_subkernels() = 1
[DEBUG] use_kernel_cache = 1
[INFO] using a kernel cache of size 10 MB (10485760 bytes) for CustomKernel Kernel
[INFO] using a kernel cache of size 10 MB (10485760 bytes) for CombinedKernel Kernel
[DEBUG] alpha:0 num_sv:0
[DEBUG] 5011 totdoc 238 pos 4773 neg
[DEBUG] Optimizing...
[DEBUG] totdoc:5011
[DEBUG] inactive:0
[DEBUG] (426 iterations)[INFO] Optimization finished (144 misclassified, maxdiff=0.00000952).
[INFO] obj = -364.6155068315549670, rho = 0.7065932663484717
[INFO] Number of SV: 709 (including 303 at upper bound)
kernel Weights [ 1.]
[DEBUG] computing output on 5011 test examples
[DEBUG] computing output on 4952 test examples
[DEBUG] computing output on 4952 test examples