Run
21953

Run 21953

Task 23 (Supervised Classification) cmc Uploaded 21-06-2014 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)_I10
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
0.5886
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4086
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.109
Cross-validation details (10-fold Crossvalidation)
KB relative information score
259.6102
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3786
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
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
0.423
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4549
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.4549
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8788
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5067
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0917
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
925.1798[550.75489133130171011.5249537742577482.7975877024999874.68802747803971706.1335131639553]