Run
21524

Run 21524

Task 2065 (Supervised Classification) primary-tumor Uploaded 19-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_DecisionStump(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_DecisionStump(1)_I80
weka.Bagging_DecisionStump(1)_P100
weka.Bagging_DecisionStump(1)_S1
weka.Bagging_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump
weka.Bagging_DecisionStump(1)_num-slots1

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
0.6414
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1864
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.152
Cross-validation details (10-fold Crossvalidation)
KB relative information score
55.6617
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0746
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
0.151
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2891
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.7542
Cross-validation details (10-fold Crossvalidation)
Recall
0.2891
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9182
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2011
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1935
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9623
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
885.6917[544.0550814809645896.6752309353533478.28146046101085902.69978499306011606.7471158354012]