Run
24336

Run 24336

Task 2065 (Supervised Classification) primary-tumor Uploaded 04-07-2014 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
0.8309
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4197
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3806
Cross-validation details (10-fold Crossvalidation)
KB relative information score
122.2124
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0616
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0812
Cross-validation details (10-fold Crossvalidation)
Number of instances
339
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
0.3919
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4602
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.7542
Cross-validation details (10-fold Crossvalidation)
Recall
0.4602
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7585
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2011
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1747
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8687
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
949.3069[564.47914364638121015.7906865781697483.6674820550281914.03074966105571768.5664600912808]