Run
10154890

Run 10154890

Task 4423 (Supervised Classification) boston Uploaded 15-03-2019 by Gil Hoben
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Flow

shogun.machine.LibSVM(1)Automatically created shogun flow.
shogun.kernel.GaussianKernel(1)_cache_size10
shogun.kernel.GaussianKernel(1)_combined_kernel_weight1.0
shogun.kernel.GaussianKernel(1)_lhsnull
shogun.kernel.GaussianKernel(1)_lhs_equals_rhsnull
shogun.kernel.GaussianKernel(1)_log_width3.21
shogun.kernel.GaussianKernel(1)_m_distancenull
shogun.kernel.GaussianKernel(1)_m_precomputed_distancenull
shogun.kernel.GaussianKernel(1)_normalizernull
shogun.kernel.GaussianKernel(1)_num_lhs0
shogun.kernel.GaussianKernel(1)_num_rhs0
shogun.kernel.GaussianKernel(1)_opt_type"FASTBUTMEMHUNGRY"
shogun.kernel.GaussianKernel(1)_optimization_initializednull
shogun.kernel.GaussianKernel(1)_propertiesnull
shogun.kernel.GaussianKernel(1)_rhsnull
shogun.machine.LibSVM(1)_C10.5
shogun.machine.LibSVM(1)_C20.5
shogun.machine.LibSVM(1)_custom_kernelnull
shogun.machine.LibSVM(1)_data_lockednull
shogun.machine.LibSVM(1)_epsilon1e-05
shogun.machine.LibSVM(1)_kernel_backupnull
shogun.machine.LibSVM(1)_labelsnull
shogun.machine.LibSVM(1)_libsvm_solver_type"LIBSVM_C_SVC"
shogun.machine.LibSVM(1)_linear_termnull
shogun.machine.LibSVM(1)_m_alphanull
shogun.machine.LibSVM(1)_m_bias0.0
shogun.machine.LibSVM(1)_m_svsnull
shogun.machine.LibSVM(1)_max_train_time0.0
shogun.machine.LibSVM(1)_mklnull
shogun.machine.LibSVM(1)_nu0.5
shogun.machine.LibSVM(1)_objective0.0
shogun.machine.LibSVM(1)_qpsize41
shogun.machine.LibSVM(1)_solver_type"ST_AUTO"
shogun.machine.LibSVM(1)_store_model_featuresnull
shogun.machine.LibSVM(1)_svm_loadednull
shogun.machine.LibSVM(1)_tube_epsilon0.01
shogun.machine.LibSVM(1)_use_batch_computationnull
shogun.machine.LibSVM(1)_use_biasnull
shogun.machine.LibSVM(1)_use_linaddnull
shogun.machine.LibSVM(1)_use_shrinkingnull

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

0.7845 ± 0.0612
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
0.7942 ± 0.0588
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
0.574 ± 0.1214
Cross-validation details (10 times 10-fold Crossvalidation)
2894.4748 ± 6.0645
Cross-validation details (10 times 10-fold Crossvalidation)
0.2047 ± 0.0576
Cross-validation details (10 times 10-fold Crossvalidation)
0.4849 ± 0.001
Cross-validation details (10 times 10-fold Crossvalidation)
5060
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
0.7942 ± 0.0586
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
0.7953 ± 0.0576
Cross-validation details (10 times 10-fold Crossvalidation)
0.9782
Cross-validation details (10 times 10-fold Crossvalidation)
0.7953 ± 0.0576
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
0.4222 ± 0.1189
Cross-validation details (10 times 10-fold Crossvalidation)
0.4924 ± 0.001
Cross-validation details (10 times 10-fold Crossvalidation)
0.4525 ± 0.0656
Cross-validation details (10 times 10-fold Crossvalidation)
0.919 ± 0.1331
Cross-validation details (10 times 10-fold Crossvalidation)