Run
8886674

Run 8886674

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

sklearn.linear_model.logistic.LogisticRegression(10)Automatically created scikit-learn flow.
sklearn.linear_model.logistic.LogisticRegression(10)_C0.001
sklearn.linear_model.logistic.LogisticRegression(10)_class_weightnull
sklearn.linear_model.logistic.LogisticRegression(10)_dualfalse
sklearn.linear_model.logistic.LogisticRegression(10)_fit_intercepttrue
sklearn.linear_model.logistic.LogisticRegression(10)_intercept_scaling1
sklearn.linear_model.logistic.LogisticRegression(10)_max_iter100
sklearn.linear_model.logistic.LogisticRegression(10)_multi_class"ovr"
sklearn.linear_model.logistic.LogisticRegression(10)_n_jobs1
sklearn.linear_model.logistic.LogisticRegression(10)_penalty"l2"
sklearn.linear_model.logistic.LogisticRegression(10)_random_state47356
sklearn.linear_model.logistic.LogisticRegression(10)_solver"sag"
sklearn.linear_model.logistic.LogisticRegression(10)_tol0.0001
sklearn.linear_model.logistic.LogisticRegression(10)_verbose0
sklearn.linear_model.logistic.LogisticRegression(10)_warm_startfalse

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
0.8564 ± 0.0651
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2660.6481 ± 28.0132
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0323 ± 0.0007
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
0.9843 ± 0.0067
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
0.1268 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.994 ± 0.0013
Cross-validation details (10-fold Crossvalidation)