Run
21371

Run 21371

Task 54 (Supervised Classification) hepatitis Uploaded 19-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_BFTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(1)_S1
weka.Bagging_BFTree(1)_I80
weka.Bagging_BFTree(1)_P100
weka.Bagging_BFTree(1)_S1
weka.Bagging_BFTree(1)_Wweka.classifiers.trees.BFTree
weka.Bagging_BFTree(1)_num-slots1

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
0.8443
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7975
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3458
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34.2772
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2342
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
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
0.7931
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8129
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.8129
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7099
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3497
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8639
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
920.0119[519.2737888768725992.7640510810805466.84428098298696887.42044799771161733.756692491815]