Run
7540

Run 7540

Task 52 (Supervised Classification) heart-statlog Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I80
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.8901
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8068
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.608
Cross-validation details (10-fold Crossvalidation)
KB relative information score
124.3614
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2839
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
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
0.8071
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8074
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8074
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5749
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3628
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7301
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
912.4164[568.15657261516061015.5230404536866483.6674820550281914.03067367712611580.7043282001455]