Run
19882

Run 19882

Task 11 (Supervised Classification) balance-scale Uploaded 17-06-2014 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)_I160
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
0.9712
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8426
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7745
Cross-validation details (10-fold Crossvalidation)
KB relative information score
354.0743
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1667
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
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
0.8095
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8784
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.8784
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4389
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.255
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5855
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
938.9893[557.4434863238911012.3220633477529483.0147548568529908.95983339136731733.2063769163399]