Run
22263

Run 22263

Task 23 (Supervised Classification) cmc Uploaded 21-06-2014 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)_I20
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
0.6078
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2556
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
93.2243
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
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
0.1823
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.427
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.427
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9495
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4518
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9734
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
926.2216[551.6257245726117988.9427617233548474.686957266523901.14818569603221714.7043740814768]