Run
24313

Run 24313

Task 11 (Supervised Classification) balance-scale Uploaded 03-07-2014 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)_I80
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
0.8526
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7088
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5163
Cross-validation details (10-fold Crossvalidation)
KB relative information score
210.9522
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2557
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
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
0.6829
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7392
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.7392
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6734
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3579
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8216
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
595.1715[343.35446184958005897.9287466019721242.5986885023368526.3935722810922965.5822490683857]