Run
23327

Run 23327

Task 42 (Supervised Classification) haberman Uploaded 24-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_LMT(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(1)_I40
weka.Bagging_LMT(1)_P100
weka.Bagging_LMT(1)_S1
weka.Bagging_LMT(1)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(1)_num-slots1
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0

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
0.684
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6978
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1882
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5.6933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3575
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
0.6895
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
0.9168
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4362
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9886
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
889.9326[557.443486323891912.3840049438476464.4211968726429912.43998791392861602.974350325667]