Run
21778

Run 21778

Task 32 (Supervised Classification) pendigits Uploaded 20-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_OneR(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(1)_I40
weka.Bagging_OneR(1)_P100
weka.Bagging_OneR(1)_S1
weka.Bagging_OneR(1)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(1)_num-slots1
weka.OneR(1)_B6

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
0.7872
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3766
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3401
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4834.9448
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1232
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
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
0.3962
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4071
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.4071
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6845
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2919
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9732
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.2086[559.94883937717861009.9344946043965480.6364546036713905.5060508708661760.017229859821]