Run
20317

Run 20317

Task 23 (Supervised Classification) cmc Uploaded 18-06-2014 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
0.6061
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4187
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1281
Cross-validation details (10-fold Crossvalidation)
KB relative information score
263.8893
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3772
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
0.4505
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4678
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.4678
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8756
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0581
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
935.1713[559.41012068695441006.5056202244749478.4945829226523897.13896700946071734.3072263342929]