Run
21145

Run 21145

Task 41 (Supervised Classification) soybean 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
0.7646
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.31
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3305
Cross-validation details (10-fold Crossvalidation)
KB relative information score
271.6654
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0626
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
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
0.2825
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4056
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.4056
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6514
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2114
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9648
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
930.6238[544.05508148096451007.0316472325012468.269442668285911.48820099582031722.2747798055427]