Run
21041

Run 21041

Task 2 (Supervised Classification) anneal Uploaded 18-06-2014 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)_I40
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
0.887
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7716
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4291
Cross-validation details (10-fold Crossvalidation)
KB relative information score
330.9252
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0955
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
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
0.7423
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8274
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.8274
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7111
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2091
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8098
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
937.5216[547.1269321918677990.7224031557098472.18194579851723912.43998791392861765.136766288487]