Run
24603

Run 24603

Task 28 (Supervised Classification) optdigits Uploaded 13-07-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_DecisionStump(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_DecisionStump(1)_I160
weka.Bagging_DecisionStump(1)_P100
weka.Bagging_DecisionStump(1)_S1
weka.Bagging_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump
weka.Bagging_DecisionStump(1)_num-slots1

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.

19 Evaluation measures

Area under ROC curve
0.6854
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.067
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1085
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1080.2556
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1688
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)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.0404
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1982
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.1982
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9379
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2905
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9682
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
596.0188[342.94940066343554900.4462212801084243.0380004791305525.3387014509993968.3215359252138]