Run
21593

Run 21593

Task 6 (Supervised Classification) letter Uploaded 19-06-2014 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
0.6363
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1005
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1502
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4666.6544
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0638
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
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
0.0768
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1835
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.1835
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.863
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2187
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1371
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
923.8873[551.1028944780116984.8990916482671467.8613456666719894.38417097158211721.1891477797153]