OpenML
15664

Run 15664

Task 28 (Supervised Classification) optdigits Uploaded 04-06-2014 by Joaquin Vanschoren
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weka.Bagging_LWL_DecisionStump(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LWL_DecisionStump(1)_I10
weka.Bagging_LWL_DecisionStump(1)_P100
weka.Bagging_LWL_DecisionStump(1)_S1
weka.Bagging_LWL_DecisionStump(1)_Wweka.classifiers.lazy.LWL
weka.Bagging_LWL_DecisionStump(1)_num-slots1
weka.LWL_DecisionStump(1)_Atrue
weka.LWL_DecisionStump(1)_K-1
weka.LWL_DecisionStump(1)_U0
weka.LWL_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

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
0.9586
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7282
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7171
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2136.447
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1491
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7915
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7454
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.7454
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8284
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8606
Cross-validation details (10-fold Crossvalidation)