Run
16450

Run 16450

Task 58 (Supervised Classification) waveform-5000 Uploaded 04-06-2014 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
0.9497
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8177
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.727
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3349.4077
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1767
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
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
0.8179
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.818
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.818
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3975
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2905
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6163
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.2435[556.19919821977941013.9200573100866482.36378704342826906.44537908266061762.2889234168845]