Run
9204293

Run 9204293

Task 167124 (Supervised Classification) CIFAR_10 Uploaded 21-07-2018 by Irfan Nur Afif
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Flow

sklearn.discriminant_analysis.LinearDiscriminantAnalysis(2)Automatically created scikit-learn flow.
sklearn.discriminant_analysis.LinearDiscriminantAnalysis(2)_n_componentsnull
sklearn.discriminant_analysis.LinearDiscriminantAnalysis(2)_priorsnull
sklearn.discriminant_analysis.LinearDiscriminantAnalysis(2)_shrinkagenull
sklearn.discriminant_analysis.LinearDiscriminantAnalysis(2)_solver"svd"
sklearn.discriminant_analysis.LinearDiscriminantAnalysis(2)_store_covariancefalse
sklearn.discriminant_analysis.LinearDiscriminantAnalysis(2)_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
0.7902 ± 0.0023
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3752 ± 0.0055
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3067 ± 0.0063
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19667.0041 ± 17.5834
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.149 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
60000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3752 ± 0.0055
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.376 ± 0.0057
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.376 ± 0.0057
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8279 ± 0.0022
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2775 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9249 ± 0.0023
Cross-validation details (10-fold Crossvalidation)