Run
8886549

Run 8886549

Task 167132 (Supervised Classification) Speech Uploaded 17-03-2018 by Zhang Yuxuan
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Flow

sklearn.svm.classes.SVC(15)Automatically created scikit-learn flow.
sklearn.svm.classes.SVC(15)_C10
sklearn.svm.classes.SVC(15)_cache_size200
sklearn.svm.classes.SVC(15)_class_weightnull
sklearn.svm.classes.SVC(15)_coef00.0
sklearn.svm.classes.SVC(15)_decision_function_shape"ovr"
sklearn.svm.classes.SVC(15)_degree3
sklearn.svm.classes.SVC(15)_gamma0.5
sklearn.svm.classes.SVC(15)_kernel"rbf"
sklearn.svm.classes.SVC(15)_max_iter-1
sklearn.svm.classes.SVC(15)_probabilityfalse
sklearn.svm.classes.SVC(15)_random_state18264
sklearn.svm.classes.SVC(15)_shrinkingtrue
sklearn.svm.classes.SVC(15)_tol0.001
sklearn.svm.classes.SVC(15)_verbosefalse

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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
707.9219 ± 0.1389
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0165 ± 0.0009
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
0.5045 ± 0.0125
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
0.1286 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0084 ± 0.0004
Cross-validation details (10-fold Crossvalidation)