Run
16377

Run 16377

Task 36 (Supervised Classification) segment 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)_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
0.9946
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9408
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9308
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2069.2461
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0409
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
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
0.942
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9407
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.9407
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1668
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1178
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3367
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.4176[558.33570187255211009.4054313942349483.0147548568529908.01521433887441758.3171307218695]