Run
19034

Run 19034

Task 2065 (Supervised Classification) primary-tumor Uploaded 12-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I10
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.7892
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3673
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3296
Cross-validation details (10-fold Crossvalidation)
KB relative information score
109.9019
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.065
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
0.3421
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4248
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.7542
Cross-validation details (10-fold Crossvalidation)
Recall
0.4248
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8007
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2011
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1809
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8994
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
940.2778[565.0277616946796995.8424108437001473.2224763010988911.80521739130441755.4912331040343]