Run
9190802

Run 9190802

Task 146543 (Supervised Classification) ML2017-challenge-1 Uploaded 22-04-2018 by Mini Challenge Anonymous
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Flow

sklearn.discriminant_analysis.LinearDiscriminantAnalysis(1)Automatically created scikit-learn flow.
sklearn.discriminant_analysis.LinearDiscriminantAnalysis(1)_n_componentsnull
sklearn.discriminant_analysis.LinearDiscriminantAnalysis(1)_priorsnull
sklearn.discriminant_analysis.LinearDiscriminantAnalysis(1)_shrinkagenull
sklearn.discriminant_analysis.LinearDiscriminantAnalysis(1)_solver"svd"
sklearn.discriminant_analysis.LinearDiscriminantAnalysis(1)_store_covariancefalse
sklearn.discriminant_analysis.LinearDiscriminantAnalysis(1)_tol0.0001

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

Area under ROC curve
0.9856 ± 0.0055
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9427 ± 0.0131
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8852 ± 0.0262
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2537.4116 ± 6.5476
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1148 ± 0.0095
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9428 ± 0.013
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9427 ± 0.0131
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9427 ± 0.0131
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2301 ± 0.0191
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2145 ± 0.0184
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4294 ± 0.0369
Cross-validation details (10-fold Crossvalidation)