Run
20276

Run 20276

Task 50 (Supervised Classification) heart-h Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_LADTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LADTree(1)_I10
weka.Bagging_LADTree(1)_P100
weka.Bagging_LADTree(1)_S1
weka.Bagging_LADTree(1)_Wweka.classifiers.trees.LADTree
weka.Bagging_LADTree(1)_num-slots1
weka.LADTree(1)_B10

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
0.9026
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8055
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5769
Cross-validation details (10-fold Crossvalidation)
KB relative information score
136.488
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0958
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1867
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
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
0.8051
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8061
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0314
Cross-validation details (10-fold Crossvalidation)
Recall
0.8061
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5129
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2197
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7235
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
941.5739[553.55145265954061013.6533323510344480.85168147774846907.70082742804311752.112015678972]