Run
8885754

Run 8885754

Task 167132 (Supervised Classification) Speech Uploaded 15-03-2018 by Robin Vink
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Flow

sklearn.gaussian_process.gpc.GaussianProcessClassifier(2)Automatically created scikit-learn flow.
sklearn.gaussian_process.gpc.GaussianProcessClassifier(2)_copy_X_traintrue
sklearn.gaussian_process.gpc.GaussianProcessClassifier(2)_kernelnull
sklearn.gaussian_process.gpc.GaussianProcessClassifier(2)_max_iter_predict100
sklearn.gaussian_process.gpc.GaussianProcessClassifier(2)_multi_class"one_vs_rest"
sklearn.gaussian_process.gpc.GaussianProcessClassifier(2)_n_jobs-1
sklearn.gaussian_process.gpc.GaussianProcessClassifier(2)_n_restarts_optimizer0
sklearn.gaussian_process.gpc.GaussianProcessClassifier(2)_optimizer"fmin_l_bfgs_b"
sklearn.gaussian_process.gpc.GaussianProcessClassifier(2)_random_state53174
sklearn.gaussian_process.gpc.GaussianProcessClassifier(2)_warm_starttrue

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.

15 Evaluation measures

Area under ROC curve
0.5019 ± 0.0013
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-141652.6809 ± 27.5831
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0328 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Number of instances
3686
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9835 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1231
Cross-validation details (10-fold Crossvalidation)
Recall
0.9835 ± 0.0009
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
15.2409 ± 0.3595
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1276 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
3.919 ± 0.0905
Cross-validation details (10-fold Crossvalidation)