Run
17954

Run 17954

Task 47 (Supervised Classification) tae Uploaded 09-06-2014 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)_I80
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
0.7321
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5556
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3343
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35.6199
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.374
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
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
0.5551
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5563
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.5563
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8419
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.434
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9208
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.3911[556.37660137353131015.7907504114269482.58056402979616912.75766683510371759.4501199261804]