Run
24391

Run 24391

Task 40 (Supervised Classification) glass Uploaded 06-07-2014 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
0.8213
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5797
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4778
Cross-validation details (10-fold Crossvalidation)
KB relative information score
81.4546
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1409
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
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
0.5808
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6355
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.6355
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6659
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2786
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8588
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
574.3888[344.0317051262612902.1325290212047242.81814578765238523.4504899987498859.5110567583798]