Run
21549

Run 21549

Task 32 (Supervised Classification) pendigits Uploaded 19-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_JRip(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(1)_I10
weka.Bagging_JRip(1)_P100
weka.Bagging_JRip(1)_S1
weka.Bagging_JRip(1)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(1)_num-slots1
weka.JRip(1)_F3
weka.JRip(1)_N2.0
weka.JRip(1)_O2
weka.JRip(1)_S1

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
0.9993
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9843
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9826
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10664.3978
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0102
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
0.9844
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9844
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.9844
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0566
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0559
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1863
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.4339[569.82708719582051015.2555353338006478.4945829226523912.43991219425081761.152276377127]