Run
15603

Run 15603

Task 42 (Supervised Classification) haberman Uploaded 04-06-2014 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)_I20
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
0.6426
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6703
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1003
Cross-validation details (10-fold Crossvalidation)
KB relative information score
62.7442
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.284
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
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
0.6645
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.719
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.719
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7282
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4651
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0541
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.2051[565.0277180558361015.2555353338006484.10363182779514914.03067367712611742.608053324618]